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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #105
Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks
Aleksandr Shevchenko · Vyacheslav Kungurtsev · Marco Mondelli
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #127
Knowledge Hypergraph Embedding Meets Relational Algebra
Bahare Fatemi · Perouz Taslakian · David Vazquez · David Poole
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #119
On Generalizations of Some Distance Based Classifiers for HDLSS Data
Sarbojit Roy · Soham Sarkar · Subhajit Dutta · Anil K. Ghosh
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #132
Towards Learning to Imitate from a Single Video Demonstration
Glen Berseth · Florian Golemo · Christopher Pal
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #102
Weakly Supervised Disentangled Generative Causal Representation Learning
Xinwei Shen · Furui Liu · Hanze Dong · Qing Lian · Zhitang Chen · Tong Zhang
[ Slides [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #118
Adversarial Classification: Necessary Conditions and Geometric Flows
Nicolas Garcia Trillos · Ryan Murray
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #110
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
El Mehdi Achour · Francois Malgouyres · Franck Mamalet
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #129
A Likelihood Approach to Nonparametric Estimation of a Singular Distribution Using Deep Generative Models
Minwoo Chae · Dongha Kim · Yongdai Kim · Lizhen Lin
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #121
XAI Beyond Classification: Interpretable Neural Clustering
Xi Peng · Yunfan Li · Ivor W. Tsang · Hongyuan Zhu · Jiancheng Lv · Joey Tianyi Zhou
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #114
Mitigating the Effects of Non-Identifiability on Inference for Bayesian Neural Networks with Latent Variables
Yaniv Yacoby · Weiwei Pan · Finale Doshi-Velez
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #130
Minimal Width for Universal Property of Deep RNN
Chang hoon Song · Geonho Hwang · Jun ho Lee · Myungjoo Kang
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #131
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments
Haixu Ma · Donglin Zeng · Yufeng Liu
[ Slides [ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #104
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism
Yu-Guan Hsieh · Franck Iutzeler · Jérôme Malick · Panayotis Mertikopoulos
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #116
Exploiting locality in high-dimensional Factorial hidden Markov models
Lorenzo Rimella · Nick Whiteley
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #112
Project and Forget: Solving Large-Scale Metric Constrained Problems
Rishi Sonthalia · Anna C. Gilbert
[ Slides [ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #109
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
Julie Nutini · Issam Laradji · Mark Schmidt
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #108
On the Convergence Rates of Policy Gradient Methods
Lin Xiao
[ Slides [ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #136
Cluster-Specific Predictions with Multi-Task Gaussian Processes
Arthur Leroy · Pierre Latouche · Benjamin Guedj · Servane Gey
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #101
Distributed Stochastic Gradient Descent: Nonconvexity, Nonsmoothness, and Convergence to Local Minima
Brian Swenson · Ryan Murray · H. Vincent Poor · Soummya Kar
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #135
Sampling random graph homomorphisms and applications to network data analysis
Hanbaek Lyu · Facundo Memoli · David Sivakoff
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #113
CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms
Shengyi Huang · Rousslan Fernand Julien Dossa · Chang Ye · Jeff Braga · Dipam Chakraborty · Kinal Mehta · João Madeira Araujo
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #107
Data-Derived Weak Universal Consistency
Narayana Prasad Santhanam · Venkatachalam Anantharam · Wojciech Szpankowski
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #126
Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization
Jianhao Ma · Salar Fattahi
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #133
Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities
Brian R. Bartoldson · Bhavya Kailkhura · Davis Blalock
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #124
A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates
Yann Fraboni · Richard Vidal · Laetitia Kameni · Marco Lorenzi
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #100
Policy Evaluation and Temporal-Difference Learning in Continuous Time and Space: A Martingale Approach
Yanwei Jia · Xun Yu Zhou
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #125
Deep linear networks can benignly overfit when shallow ones do
Niladri S. Chatterji · Phil Long
[ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #115
MALTS: Matching After Learning to Stretch
Harsh Parikh · Cynthia Rudin · Alexander Volfovsky
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #122
Conditions and Assumptions for Constraint-based Causal Structure Learning
Kayvan Sadeghi · Terry Soo
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #120
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable
Baoluo Sun · Yifan Cui · Eric Tchetgen Tchetgen
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #106
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials
Daiqi Gao · Yufeng Liu · Donglin Zeng
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #134
The multimarginal optimal transport formulation of adversarial multiclass classification
Nicolas Garcia Trillos · Matt Jacobs · Jakwang Kim
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #137
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
Gengchen Mai · Ni Lao · Yutong He · Jiaming Song · Stefano Ermon
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #123
Flexible Model Aggregation for Quantile Regression
Rasool Fakoor · Taesup Kim · Jonas Mueller · Alexander Smola · Ryan Tibshirani
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #111
Constraint Reasoning Embedded Structured Prediction
Nan Jiang · Maosen Zhang · Willem-Jan van Hoeve · Yexiang Xue
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #117
abess: A Fast Best-Subset Selection Library in Python and R
Jin Zhu · Xueqin Wang · Liyuan Hu · Junhao Huang · Kangkang Jiang · Yanhang Zhang · Shiyun Lin · Junxian Zhu
[ Poster [ JMLR
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #200
Lifelong Language Pretraining with Distribution-Specialized Experts
Wuyang Chen · Yanqi Zhou · Nan Du · Yanping Huang · James Laudon · Zhifeng Chen · Claire Cui
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #201
PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search
Haibin Wang · Ce Ge · Hesen Chen · XIuyu Sun
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #202
Random Shuffle Transformer for Image Restoration
Jie Xiao · Xueyang Fu · Man Zhou · Hongjian Liu · Zheng-Jun Zha
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #203
Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection
Haoyue Bai · Gregory Canal · Xuefeng Du · Jeongyeol Kwon · Robert Nowak · Sharon Li
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #204
Investigating the Role of Model-Based Learning in Exploration and Transfer
Jacob C Walker · Eszter Vértes · Yazhe Li · Gabriel Dulac-Arnold · Ankesh Anand · Theophane Weber · Jessica Hamrick
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #205
Tractable Control for Autoregressive Language Generation
Honghua Zhang · Meihua Dang · Nanyun Peng · Guy Van den Broeck
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #206
Scaling of Class-wise Training Losses for Post-hoc Calibration
Seungjin Jung · Seungmo Seo · Yonghyun Jeong · Jongwon Choi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #207
The Benefits of Mixup for Feature Learning
Difan Zou · Yuan Cao · Yuanzhi Li · Quanquan Gu
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #208
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning
Junran Wu · Xueyuan Chen · Bowen Shi · Shangzhe Li · Ke Xu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #209
Probabilistic Attention-to-Influence Neural Models for Event Sequences
Xiao Shou · DEBARUN BHATTACHARJYA · Tian Gao · Dharmashankar Subramanian · Oktie Hassanzadeh · Kristin Bennett
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #210
Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models
Harshit Varma · Abhijeet Awasthi · Sunita Sarawagi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #211
Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation
Jiaming Song · Qinsheng Zhang · Hongxu Yin · Morteza Mardani · Ming-Yu Liu · Jan Kautz · Yongxin Chen · Arash Vahdat
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #212
Disentangled Multi-Fidelity Deep Bayesian Active Learning
Dongxia Wu · Ruijia Niu · Matteo Chinazzi · Yian Ma · Rose Yu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #213
Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations
Weiwei Lin · Chenhang He · Man-Wai Mak · Youzhi Tu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #214
Data-Efficient Contrastive Self-supervised Learning: Most Beneficial Examples for Supervised Learning Contribute the Least
Siddharth Joshi · Baharan Mirzasoleiman
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #216
Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning
Brett Daley · Martha White · Christopher Amato · Marlos C. Machado
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #218
Transformers as Algorithms: Generalization and Stability in In-context Learning
Yingcong Li · Muhammed Ildiz · Dimitris Papailiopoulos · Samet Oymak
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #219
Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach
Tri Nguyen · Shahana Ibrahim · Xiao Fu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #103
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
Chieh Lin · Hung-Yu Tseng · Hsin-Ying Lee · Maneesh Singh · Ming-Hsuan Yang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #220
Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs
Sara Venturini · Andrea Cristofari · Francesco Rinaldi · Francesco Tudisco
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #221
Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation
Asuman Ozdaglar · Sarath Pattathil · Jiawei Zhang · Kaiqing Zhang
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #222
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup
Muthu Chidambaram · Xiang Wang · Chenwei Wu · Rong Ge
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #223
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
Iris Huijben · Arthur A. Nijdam · Sebastiaan Overeem · Merel Van Gilst · Ruud J. G. van Sloun
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #224
Towards Trustworthy Explanation: On Causal Rationalization
Wenbo Zhang · TONG WU · Yunlong Wang · Yong Cai · Hengrui Cai
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #225
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks
Xu Chu · Yujie Jin · Xin Wang · Shanghang Zhang · Yasha Wang · Wenwu Zhu · Hong Mei
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #227
Neural Algorithmic Reasoning with Causal Regularisation
Beatrice Bevilacqua · Kyriacos Nikiforou · Borja Ibarz · Ioana Bica · Michela Paganini · Charles Blundell · Jovana Mitrovic · Petar Veličković
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #228
Beam Tree Recursive Cells
Jishnu Ray Chowdhury · Cornelia Caragea
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #229
Bigger, Better, Faster: Human-level Atari with human-level efficiency
Max Schwarzer · Johan Obando Ceron · Aaron Courville · Marc Bellemare · Rishabh Agarwal · Pablo Samuel Castro
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #230
How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control
Jacopo Teneggi · Matthew Tivnan · Web Stayman · Jeremias Sulam
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #231
Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments
Runlong Zhou · Zhang Zihan · Simon Du
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #232
Constrained Efficient Global Optimization of Expensive Black-box Functions
Wenjie Xu · Yuning Jiang · Bratislav Svetozarevic · Colin Jones
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #233
Learning-Rate-Free Learning by D-Adaptation
Aaron Defazio · Konstantin Mishchenko
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #234
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems
Ainesh Bakshi · Allen Liu · Ankur Moitra · morris yau
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #235
DUET: 2D Structured and Approximately Equivariant Representations
Xavi Suau · Federico Danieli · T. Anderson Keller · Arno Blaas · Chen Huang · Jason Ramapuram · Dan Busbridge · Luca Zappella
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #236
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection
Marc Lafon · Elias Ramzi · Clément Rambour · Nicolas THOME
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #237
PaLM-E: An Embodied Multimodal Language Model
Danny Driess · Fei Xia · Mehdi S. M. Sajjadi · Corey Lynch · Aakanksha Chowdhery · Brian Ichter · Ayzaan Wahid · Jonathan Tompson · Quan Vuong · Tianhe (Kevin) Yu · Wenlong Huang · Yevgen Chebotar · Pierre Sermanet · Daniel Duckworth · Sergey Levine · Vincent Vanhoucke · Karol Hausman · Marc Toussaint · Klaus Greff · Andy Zeng · Igor Mordatch · Pete Florence
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #300
Language Instructed Reinforcement Learning for Human-AI Coordination
Hengyuan Hu · Dorsa Sadigh
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #301
ContraBAR: Contrastive Bayes-Adaptive Deep RL
Era Choshen · Aviv Tamar
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #302
Flash: Concept Drift Adaptation in Federated Learning
Kunjal Panchal · Sunav Choudhary · Subrata Mitra · Koyel Mukherjee · Somdeb Sarkhel · Saayan Mitra · Hui Guan
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #303
Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees
Anastasiia Koloskova · Hadrien Hendrikx · Sebastian Stich
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #304
Perturbation Analysis of Neural Collapse
Tom Tirer · Haoxiang Huang · Jonathan Niles-Weed
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #305
Towards Robust Graph Incremental Learning on Evolving Graphs
Junwei Su · Difan Zou · Zijun Zhang · Chuan Wu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #306
Learning Lightweight Object Detectors via Multi-Teacher Progressive Distillation
Shengcao Cao · Mengtian Li · James Hays · Deva Ramanan · Yu-Xiong Wang · Liangyan Gui
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #307
Graph Ladling: Shockingly Simple Parallel GNN Training without Intermediate Communication
Ajay Jaiswal · Shiwei Liu · Tianlong Chen · Ding · Zhangyang “Atlas” Wang
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #308
Interpretable Neural-Symbolic Concept Reasoning
Pietro Barbiero · Gabriele Ciravegna · Francesco Giannini · Mateo Espinosa Zarlenga · Lucie Charlotte Magister · Alberto Tonda · Pietro Lió · Frederic Precioso · Mateja Jamnik · Giuseppe Marra
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #309
Adversarial Collaborative Learning on Non-IID Features
Qinbin Li · Bingsheng He · Dawn Song
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #310
Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
Jinuk Kim · Yeonwoo Jeong · Deokjae Lee · Hyun Oh Song
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #311
Gradient-based Wang--Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space
Weitang Liu · Yi-Zhuang You · Ying Wai Li · Jingbo Shang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #312
Reduce, Reuse, Recycle: Compositional Generation with Energy-Based Diffusion Models and MCMC
Yilun Du · Conor Durkan · Robin Strudel · Josh Tenenbaum · Sander Dieleman · Rob Fergus · Jascha Sohl-Dickstein · Arnaud Doucet · Will Grathwohl
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #313
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons
Rasmus Kjær Høier · D. Staudt · Christopher Zach
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #314
SparseProp: Efficient Sparse Backpropagation for Faster Training of Neural Networks at the Edge
Mahdi Nikdan · Tommaso Pegolotti · Eugenia Iofinova · Eldar Kurtic · Dan Alistarh
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #315
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
Zichang Liu · Jue Wang · Tri Dao · Tianyi Zhou · Binhang Yuan · Zhao Song · Anshumali Shrivastava · Ce Zhang · Yuandong Tian · Christopher Re · Beidi Chen
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #316
Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning
Yuxin Tang · Zhimin Ding · Dimitrije Jankov · Binhang Yuan · Daniel Bourgeois · Chris Jermaine
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #317
A Study of Global and Episodic Bonuses for Exploration in Contextual MDPs
Mikael Henaff · Minqi Jiang · Roberta Raileanu
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #318
Ewald-based Long-Range Message Passing for Molecular Graphs
Arthur Kosmala · Johannes Gasteiger · Nicholas Gao · Stephan Günnemann
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #319
A Theoretical Analysis of the Learning Dynamics under Class Imbalance
Emanuele Francazi · Marco Baity-Jesi · Aurelien Lucchi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #320
How much does Initialization Affect Generalization?
Sameera Ramasinghe · Lachlan E. MacDonald · Moshiur Farazi · Hemanth Saratchandran · Simon Lucey
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #321
Gradient Descent Monotonically Decreases the Sharpness of Gradient Flow Solutions in Scalar Networks and Beyond
Itai Kreisler · Mor Shpigel Nacson · Daniel Soudry · Yair Carmon
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #322
Towards Reliable Neural Specifications
Chuqin Geng · Van Nham Le · Xiaojie Xu · Zhaoyue Wang · Arie Gurfinkel · Xujie Si
[ Slides [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #323
FAENet: Frame Averaging Equivariant GNN for Materials Modeling
ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Fragkiskos Malliaros · Yoshua Bengio · David Rolnick
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #324
Feature Programming for Multivariate Time Series Prediction
Alex Reneau · Jerry Yao-Chieh Hu · Ammar Gilani · Han Liu
[ Slides [ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #325
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data
Cheol Jun Cho · Edward Chang · Gopala Anumanchipalli
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #326
Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
Jiaxuan Chen · Yu Qi · Gang Pan
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #327
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation
Rui Xue · Haoyu Han · MohamadAli Torkamani · Jian Pei · Xiaorui Liu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #328
Graph Positional Encoding via Random Feature Propagation
Moshe Eliasof · Fabrizio Frasca · Beatrice Bevilacqua · Eran Treister · Gal Chechik · Haggai Maron
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #329
Structure-informed Language Models Are Protein Designers
Zaixiang Zheng · Yifan Deng · Dongyu Xue · Yi Zhou · Fei YE · Quanquan Gu
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #330
Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
Hwan Heo · Taekyung Kim · Jiyoung Lee · Jaewon Lee · Soohyun Kim · Hyunwoo Kim · Jin-Hwa Kim
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #905
Robust Situational Reinforcement Learning in Face of Context Disturbances
Jinpeng Zhang · Yufeng Zheng · Chuheng Zhang · Li Zhao · Lei Song · Yuan Zhou · Jiang Bian
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #331
Causal Structure Learning for Latent Intervened Non-stationary Data
Chenxi Liu · Kun Kuang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #332
Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing
Jikai Jin · Zhiyuan Li · Kaifeng Lyu · Simon Du · Jason Lee
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #333
Non-stationary Reinforcement Learning under General Function Approximation
Songtao Feng · Ming Yin · Ruiquan Huang · Yu-Xiang Wang · Jing Yang · Yingbin LIANG
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #334
Iterative Approximate Cross-Validation
Yuetian Luo · Zhimei Ren · Rina Barber
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #335
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment
Hanchen Xie · Jiageng Zhu · Mahyar Khayatkhoei · Jiazhi Li · Mohamed Hussein · Wael AbdAlmageed
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #336
Data Poisoning Attacks Against Multimodal Encoders
Ziqing Yang · Xinlei He · Zheng Li · Michael Backes · Mathias Humbert · Pascal Berrang · Yang Zhang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #337
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
Chumeng Liang · Xiaoyu Wu · Yang Hua · Jiaru Zhang · Yiming Xue · Tao Song · Zhengui XUE · Ruhui Ma · Haibing Guan
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #338
Multi-View Masked World Models for Visual Robotic Manipulation
Younggyo Seo · Junsu Kim · Stephen James · Kimin Lee · Jinwoo Shin · Pieter Abbeel
[ Slides [ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #400
Exploring the Benefits of Training Expert Language Models over Instruction Tuning
Joel Jang · Seungone Kim · Seonghyeon Ye · Doyoung Kim · Lajanugen Logeswaran · Moontae Lee · Kyungjae Lee · Minjoon Seo
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #401
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
Haohe Liu · Zehua Chen · Yi Yuan · Xinhao Mei · Xubo Liu · Danilo Mandic · Wenwu Wang · Mark D Plumbley
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #402
Robust Weak Supervision with Variational Auto-Encoders
Francesco Tonolini · Nikolaos Aletras · Yunlong Jiao · Gabriella Kazai
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #403
Bidirectional Learning for Offline Model-based Biological Sequence Design
Can Chen · Yingxue Zhang · Xue Liu · Mark Coates
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #404
Fast Inference from Transformers via Speculative Decoding
Yaniv Leviathan · Matan Kalman · Yossi Matias
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #405
Action Matching: Learning Stochastic Dynamics from Samples
Kirill Neklyudov · Rob Brekelmans · Daniel Severo · Alireza Makhzani
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #406
Private Federated Learning with Autotuned Compression
Enayat Ullah · Christopher Choquette-Choo · Peter Kairouz · Sewoong Oh
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #407
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption
Vasilii Feofanov · Malik TIOMOKO · Aladin Virmaux
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #408
A theory of representation learning gives a deep generalisation of kernel methods
Adam Yang · Maxime Robeyns · Edward Milsom · Ben Anson · Nandi Schoots · Laurence Aitchison
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #409
Optimistic Planning by Regularized Dynamic Programming
Antoine Moulin · Gergely Neu
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #410
Fast Combinatorial Algorithms for Min Max Correlation Clustering
Sami Davies · Benjamin Moseley · Heather Newman
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #411
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
Ioannis Panageas · EFSTRATIOS PANTELEIMON SKOULAKIS · Luca Viano · Xiao Wang · Volkan Cevher
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #412
Global Optimization with Parametric Function Approximation
Chong Liu · Yu-Xiang Wang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #413
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #414
Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks
Shikuang Deng · Hao Lin · Yuhang Li · Shi Gu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #415
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale
Fan Bao · Shen Nie · Kaiwen Xue · Chongxuan Li · Shi Pu · Yaole Wang · Gang Yue · Yue Cao · Hang Su · Jun Zhu
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #416
Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise?
Yu Yao · Mingming Gong · Yuxuan Du · Jun Yu · Bo Han · Kun Zhang · Tongliang Liu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #418
Active Learning based Structural Inference
Aoran Wang · Jun Pang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #419
Superhuman Fairness
Omid Memarrast · Linh Vu · Brian Ziebart
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #420
PWSHAP: A Path-Wise Explanation Model for Targeted Variables
Lucile Ter-Minassian · Oscar Clivio · Karla DiazOrdaz · Robin Evans · Christopher Holmes
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #226
Covariate balancing using the integral probability metric for causal inference
Insung Kong · Yuha Park · Joonhyuk Jung · Kwonsang Lee · Yongdai Kim
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #421
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
Miruna Oprescu · Jacob Dorn · Marah Ghoummaid · Andrew Jesson · Nathan Kallus · Uri Shalit
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #422
Collaborative Causal Inference with Fair Incentives
Rui Qiao · Xinyi Xu · Bryan Kian Hsiang Low
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #423
WL meet VC
Christopher Morris · Floris Geerts · Jan M Tönshoff · Martin Grohe
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #424
Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
Quanqi Hu · Zi-Hao Qiu · Zhishuai Guo · Lijun Zhang · Tianbao Yang
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #425
Refined Regret for Adversarial MDPs with Linear Function Approximation
Yan Dai · Haipeng Luo · Chen-Yu Wei · Julian Zimmert
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #426
User-level Private Stochastic Convex Optimization with Optimal Rates
Raef Bassily · Ziteng Sun
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #427
Delayed Bandits: When Do Intermediate Observations Help?
Emmanuel Esposito · Saeed Masoudian · Hao Qiu · Dirk van der Hoeven · Nicolò Cesa-Bianchi · Yevgeny Seldin
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #428
Bandit Online Linear Optimization with Hints and Queries
Aditya Bhaskara · Ashok Cutkosky · Ravi Kumar · Manish Purohit
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #429
Dimensionality Reduction for General KDE Mode Finding
Xinyu Luo · Christopher Musco · Cas Widdershoven
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #430
The Power of Uniform Sampling for k-Median
Lingxiao Huang · Shaofeng Jiang · Jianing Lou
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #431
Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps
Marco Cuturi · Michal Klein · Pierre Ablin
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #432
Fast $(1+\varepsilon)$-Approximation Algorithms for Binary Matrix Factorization
Ameya Velingker · Maximilian Vötsch · David Woodruff · Samson Zhou
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #433
Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance
Zhao Song · Xin Yang · Yuanyuan Yang · Lichen Zhang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #434
Reward-Mixing MDPs with Few Latent Contexts are Learnable
Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #907
The Fast Johnson-Lindenstrauss Transform Is Even Faster
Ora Nova Fandina · Mikael Møller Høgsgaard · Kasper Green Larsen
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #435
Near-Optimal Quantum Coreset Construction Algorithms for Clustering
Yecheng Xue · Xiaoyu Chen · Tongyang Li · Shaofeng Jiang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #436
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation
Li'ang Li · Yifei duan · Guanghua Ji · Yongqiang Cai
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #437
Towards Theoretical Understanding of Inverse Reinforcement Learning
Alberto Maria Metelli · Filippo Lazzati · Marcello Restelli
[ Slides [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #438
Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests
Qixin Zhang · Wenbing Ye · Zaiyi Chen · Haoyuan Hu · Enhong Chen · Yu Yang
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #439
Lowering the Pre-training Tax for Gradient-based Subset Training: A Lightweight Distributed Pre-Training Toolkit
Yeonju Ro · Zhangyang “Atlas” Wang · Vijay Chidambaram · Aditya Akella
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #440
Learning Temporally AbstractWorld Models without Online Experimentation
Benjamin Freed · Siddarth Venkatraman · Guillaume Sartoretti · Jeff Schneider · Howie Choset
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #441
Learning to Decouple Complex Systems
Zihan Zhou · Tianshu Yu
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #442
Regularization-free Diffeomorphic Temporal Alignment Nets
Ron Shapira Weber · Oren Freifeld
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #500
Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations
Zifan Song · Xiao Gong · Guosheng Hu · Cairong Zhao
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #501
Optimizing the Collaboration Structure in Cross-Silo Federated Learning
Wenxuan Bao · Haohan Wang · Jun Wu · Jingrui He
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #502
InfoOT: Information Maximizing Optimal Transport
Ching-Yao Chuang · Stefanie Jegelka · David Alvarez-Melis
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #503
Stabilizing Transformer Training by Preventing Attention Entropy Collapse
Shuangfei Zhai · Tatiana Likhomanenko · Etai Littwin · Dan Busbridge · Jason Ramapuram · Yizhe Zhang · Jiatao Gu · Joshua M Susskind
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #504
Learning Mixtures of Markov Chains and MDPs
Chinmaya Kausik · Kevin Tan · Ambuj Tewari
[ Slides [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #215
Diffusion Models for Black-Box Optimization
Siddarth Krishnamoorthy · Satvik Mehul Mashkaria · Aditya Grover
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #505
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction
Khai Nguyen · Dang Nguyen · Nhat Ho
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #506
Importance Weighted Expectation-Maximization for Protein Sequence Design
Zhenqiao Song · Lei Li
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #507
Offline Meta Reinforcement Learning with In-Distribution Online Adaptation
Jianhao Wang · Jin Zhang · Haozhe Jiang · Junyu Zhang · Liwei Wang · Chongjie Zhang
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #128
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion
Hanqing Zhao · Dianmo Sheng · Jianmin Bao · Dongdong Chen · Dong Chen · Fang Wen · Lu Yuan · Ce Liu · Wenbo Zhou · Qi Chu · Weiming Zhang · Nenghai Yu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #508
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization
Zejia Weng · Xitong Yang · Ang Li · Zuxuan Wu · Yu-Gang Jiang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #510
Data-Copying in Generative Models: A Formal Framework
Robi Bhattacharjee · Sanjoy Dasgupta · Kamalika Chaudhuri
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #511
Learning to Suggest Breaks: Sustainable Optimization of Long-Term User Engagement
Eden Saig · Nir Rosenfeld
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #512
The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data
Thomas Davies · Zhengchao Wan · Ruben Sanchez-Garcia
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #513
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods
Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #514
Harmonic Neural Networks
Atiyo Ghosh · Antonio Gentile · Mario Dagrada · Chul Lee · Seong-hyok Sean Kim · Hyukgeun Cha · Yunjun Choi · Dongho Kim · JEONG-IL KYE · Vincent E Elfving
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #515
Representation-Driven Reinforcement Learning
Ofir Nabati · Guy Tennenholtz · Shie Mannor
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #516
Directed Chain Generative Adversarial Networks
Ming Min · Ruimeng Hu · Tomoyuki Ichiba
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #517
Weakly Supervised Regression with Interval Targets
Xin Cheng · Yuzhou Cao · Ximing Li · Bo An · Lei Feng
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #518
Weighted Sampling without Replacement for Deep Top-$k$ Classification
Dieqiao Feng · Yuanqi Du · Carla Gomes · Bart Selman
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #519
Are Diffusion Models Vulnerable to Membership Inference Attacks?
Jinhao Duan · Fei Kong · Shiqi Wang · Xiaoshuang Shi · Kaidi Xu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #520
Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces
Javier E. Santos · Zachary Fox · Nicholas Lubbers · Yen Ting Lin
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #521
DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm
Yunhao Tang · Tadashi Kozuno · Mark Rowland · Anna Harutyunyan · Remi Munos · Bernardo Avila Pires · Michal Valko
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #522
Quantile Credit Assignment
Thomas Mesnard · Wenqi Chen · Alaa Saade · Yunhao Tang · Mark Rowland · Theophane Weber · Clare Lyle · Audrunas Gruslys · Michal Valko · Will Dabney · Georg Ostrovski · Eric Moulines · Remi Munos
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #523
Statistical Inference on Multi-armed Bandits with Delayed Feedback
Lei Shi · Jingshen Wang · Tianhao Wu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #524
Multi-User Reinforcement Learning with Low Rank Rewards
Dheeraj Nagaraj · Suhas Kowshik · Naman Agarwal · Praneeth Netrapalli · Prateek Jain
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #525
Model-based Offline Reinforcement Learning with Count-based Conservatism
Byeongchan Kim · Min-hwan Oh
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #526
TIDE: Time Derivative Diffusion for Deep Learning on Graphs
Maysam Behmanesh · Maximilian Krahn · Maks Ovsjanikov
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #527
A Picture of the Space of Typical Learnable Tasks
Rahul Ramesh · Jialin Mao · Itay Griniasty · Rubing Yang · Han Kheng Teoh · Mark Transtrum · James Sethna · Pratik Chaudhari
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #528
Analyzing Diffusion as Serial Reproduction
Raja Marjieh · Ilia Sucholutsky · Thomas Langlois · Nori Jacoby · Thomas Griffiths
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #529
Formalizing Preferences Over Runtime Distributions
Devon Graham · Kevin Leyton-Brown · Tim Roughgarden
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #530
Principled Offline RL in the Presence of Rich Exogenous Information
Riashat Islam · Manan Tomar · Alex Lamb · Yonathan Efroni · Hongyu Zang · Aniket Didolkar · Dipendra Misra · Xin Li · Harm Seijen · Remi Tachet des Combes · John Langford
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #531
Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models
Phillip Rust · Anders Søgaard
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #532
Inverse Reinforcement Learning without Reinforcement Learning
Gokul Swamy · David Wu · Sanjiban Choudhury · J. Bagnell · Steven Wu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #533
Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization
Brian Zhang · Gabriele Farina · Tuomas Sandholm
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #534
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model
Siyu Chen · Jibang Wu · Yifan Wu · Zhuoran Yang
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #535
How Bad is Top-$K$ Recommendation under Competing Content Creators?
Fan Yao · Chuanhao Li · Denis Nekipelov · Hongning Wang · Haifeng Xu
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #536
Task-Specific Skill Localization in Fine-tuned Language Models
Abhishek Panigrahi · Nikunj Saunshi · Haoyu Zhao · Sanjeev Arora
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #537
What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective
Rhea Chowers · Yair Weiss
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #538
A Three-regime Model of Network Pruning
Yefan Zhou · Yaoqing Yang · Arin Chang · Michael Mahoney
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #539
Stochastic Gradient Descent-Induced Drift of Representation in a Two-Layer Neural Network
Farhad Pashakhanloo · Alexei Koulakov
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #540
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning
Dongseok Shim · Seungjae Lee · H. Jin Kim
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #541
Uncertainty Estimation by Fisher Information-based Evidential Deep Learning
Danruo Deng · Guangyong Chen · Yang YU · Furui Liu · Pheng Ann Heng
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #542
Linkless Link Prediction via Relational Distillation
Zhichun Guo · William Shiao · Shichang Zhang · Yozen Liu · Nitesh Chawla · Neil Shah · Tong Zhao
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #543
Controlled Text Generation with Natural Language Instructions
Wangchunshu Zhou · Yuchen Jiang · Ethan Wilcox · Ryan Cotterell · Mrinmaya Sachan
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #544
Efficient Personalized Federated Learning via Sparse Model-Adaptation
Daoyuan Chen · Liuyi Yao · Dawei Gao · Bolin Ding · Yaliang Li
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #545
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks
Cai Zhou · Xiyuan Wang · Muhan Zhang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #600
On the Generalization of Multi-modal Contrastive Learning
Qi Zhang · Yifei Wang · Yisen Wang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #601
On Pitfalls of Test-Time Adaptation
Hao Zhao · Yuejiang Liu · Alexandre Alahi · Tao Lin
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #908
Multi-Layer Neural Networks as Trainable Ladders of Hilbert Spaces
Zhengdao Chen
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #602
Counterfactual Identifiability of Bijective Causal Models
Arash Nasr-Esfahany · Mohammad Alizadeh · Devavrat Shah
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #603
Taming graph kernels with random features
Krzysztof Choromanski
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #604
SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance
Amit Attia · Tomer Koren
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #605
An Instrumental Variable Approach to Confounded Off-Policy Evaluation
Yang Xu · Jin Zhu · Chengchun Shi · Shikai Luo · Rui Song
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #606
Fair yet Asymptotically Equal Collaborative Learning
Xiaoqiang Lin · Xinyi Xu · See-Kiong Ng · Chuan-Sheng Foo · Bryan Kian Hsiang Low
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #607
Fair and Accurate Decision Making through Group-Aware Learning
Ramtin Hosseini · Li Zhang · Bhanu Garg · Pengtao Xie
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #608
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
Xuxing Chen · Minhui Huang · Shiqian Ma · Krishna Balasubramanian
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #609
Matrix Estimation for Individual Fairness
Cindy Zhang · Sarah Cen · Devavrat Shah
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #610
Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA
Ilias Diakonikolas · Daniel Kane · Ankit Pensia · Thanasis Pittas
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #611
On the Impact of Knowledge Distillation for Model Interpretability
Hyeongrok Han · Siwon Kim · Hyun-Soo Choi · Sungroh Yoon
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #612
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal
Emanuele Marconato · Gianpaolo Bontempo · ELISA FICARRA · Simone Calderara · Andrea Passerini · Stefano Teso
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #613
ClimaX: A foundation model for weather and climate
Tung Nguyen · Johannes Brandstetter · Ashish Kapoor · Jayesh K. Gupta · Aditya Grover
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #614
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory
Justin Cui · Ruochen Wang · Si Si · Cho-Jui Hsieh
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #615
No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation
Feilong Zhang · Xianming Liu · Shiyi Lin · Gang Wu · Xiong Zhou · Junjun Jiang · Xiangyang Ji
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #616
Symmetry-Aware Robot Design with Structured Subgroups
Heng Dong · Junyu Zhang · Tonghan Wang · Chongjie Zhang
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #617
Traversing Between Modes in Function Space for Fast Ensembling
EungGu Yun · Hyungi Lee · Giung Nam · Juho Lee
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #618
Understanding and Defending Patched-based Adversarial Attacks for Vision Transformer
Liang Liu · Yanan Guo · Youtao Zhang · Jun Yang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #619
Sequential Kernelized Independence Testing
Aleksandr Podkopaev · Patrick Bloebaum · Shiva Kasiviswanathan · Aaditya Ramdas
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #620
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning
Christopher Choquette-Choo · Hugh B McMahan · J K Rush · Abhradeep Guha Thakurta
[ Slides [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #621
Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints
Jiayang Li · Jing Yu · Boyi Liu · Yu Nie · Zhaoran Wang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #622
On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances
Aritra Guha · Nhat Ho · XuanLong Nguyen
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #623
Label differential privacy and private training data release
Robert Busa-Fekete · andres munoz · Umar Syed · Sergei Vassilvitskii
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #624
Moccasin: Efficient Tensor Rematerialization for Neural Networks
Burak Bartan · Haoming Li · Harris Teague · Christopher Lott · Bistra Dilkina
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #625
Rigid Body Flows for Sampling Molecular Crystal Structures
Jonas Köhler · Michele Invernizzi · Pim de Haan · Frank Noe
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #626
The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning
Sarah Rathnam · Sonali Parbhoo · Weiwei Pan · Susan Murphy · Finale Doshi-Velez
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #627
Training Normalizing Flows from Dependent Data
Matthias Kirchler · Christoph Lippert · Marius Kloft
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #509
Bayesian online change point detection with Hilbert space approximate Student-t process
Jeremy Sellier · Petros Dellaportas
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #628
Input uncertainty propagation through trained neural networks
Paul Monchot · Loic Coquelin · Sébastien J. Petit · Sébastien Marmin · Erwann LE PENNEC · Nicolas Fischer
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #629
Principled Acceleration of Iterative Numerical Methods Using Machine Learning
Sohei Arisaka · Qianxiao Li
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #630
Thompson Sampling for High-Dimensional Sparse Linear Contextual Bandits
Sunrit Chakraborty · Saptarshi Roy · Ambuj Tewari
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #631
A Two-Stage Active Learning Algorithm for k-Nearest Neighbors
Nicholas Rittler · Kamalika Chaudhuri
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #632
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm.
Adrien Vacher · François-Xavier Vialard
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #633
Contextual Conservative Interleaving Bandits
Kei Takemura
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #634
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations
Yongyi Yang · Jacob Steinhardt · Wei Hu
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #635
Efficient and Equivariant Graph Networks for Predicting Quantum Hamiltonian
Haiyang Yu · Zhao Xu · Xiaofeng Qian · Xiaoning Qian · Shuiwang Ji
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #636
Graph Switching Dynamical Systems
Yongtuo Liu · Sara Magliacane · Miltiadis (Miltos) Kofinas · Efstratios Gavves
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #637
Probabilistic Concept Bottleneck Models
Eunji Kim · Dahuin Jung · Sangha Park · Siwon Kim · Sungroh Yoon
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #638
Function-Space Regularization in Neural Networks: A Probabilistic Perspective
Tim G. J. Rudner · Sanyam Kapoor · Shikai Qiu · Andrew Wilson
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #639
Parallel Online Clustering of Bandits via Hedonic Game
Xiaotong Cheng · Cheng Pan · Setareh Maghsudi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #640
Towards Constituting Mathematical Structures for Learning to Optimize
Jialin Liu · Xiaohan Chen · Zhangyang “Atlas” Wang · Wotao Yin · HanQin Cai
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #641
Tighter Information-Theoretic Generalization Bounds from Supersamples
Ziqiao Wang · Yongyi Mao
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #642
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs
Junkai Zhang · Weitong Zhang · Quanquan Gu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #643
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning
Abdus Salam Azad · Izzeddin Gur · Jasper Emhoff · Nathaniel Alexis · Aleksandra Faust · Pieter Abbeel · Ion Stoica
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #644
ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs
Ted Moskovitz · Brendan O'Donoghue · Vivek Veeriah · Sebastian Flennerhag · Satinder Singh · Tom Zahavy
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #645
Causal Bounds in Quasi-Markovian Graphs
Madhumitha Shridharan · Garud Iyengar
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #700
Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost
Marina Knittel · Max Springer · John P Dickerson · MohammadTaghi Hajiaghayi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #701
SpotEM: Efficient Video Search for Episodic Memory
Santhosh Kumar Ramakrishnan · Ziad Al-Halah · Kristen Grauman
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #702
Provably Invariant Learning without Domain Information
Xiaoyu Tan · Yong LIN · Shengyu Zhu · Chao Qu · Xihe Qiu · Xu Yinghui · Peng Cui · Yuan Qi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #703
Evaluating Unsupervised Denoising Requires Unsupervised Metrics
Adrià Marcos Morales · Matan Leibovich · Sreyas Mohan · Joshua Vincent · Piyush Haluai · Mai Tan · Peter Crozier · Carlos Fernandez-Granda
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #704
Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning
Thomas Miconi
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #705
Identifying Interpretable Subspaces in Image Representations
Neha Mukund Kalibhat · Shweta Bhardwaj · C. Bayan Bruss · Hamed Firooz · Maziar Sanjabi · Soheil Feizi
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #706
Causal Proxy Models for Concept-based Model Explanations
Zhengxuan Wu · Karel D'Oosterlinck · Atticus Geiger · Amir Zur · Christopher Potts
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #707
Neural Stochastic Differential Games for Time-series Analysis
Sungwoo Park · Byoungwoo Park · Moontae Lee · Changhee Lee
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #708
Implicit Neural Spatial Representations for Time-dependent PDEs
Honglin Chen · Rundi Wu · Eitan Grinspun · Changxi Zheng · Peter Yichen Chen
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #709
FARE: Provably Fair Representation Learning with Practical Certificates
Nikola Jovanović · Mislav Balunovic · Dimitar I. Dimitrov · Martin Vechev
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #710
Improving Visual Prompt Tuning for Self-supervised Vision Transformers
Seungryong Yoo · Eunji Kim · Dahuin Jung · JUNGBEOM LEE · Sungroh Yoon
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #711
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline
Nicklas Hansen · Zhecheng Yuan · Yanjie Ze · Tongzhou Mu · Aravind Rajeswaran · Hao Su · Huazhe Xu · Xiaolong Wang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #712
A Closer Look at Few-shot Classification Again
Xu Luo · Hao Wu · Ji Zhang · Lianli Gao · Jing Xu · Jingkuan Song
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #713
Bilevel Optimization with Coupled Decision-Dependent Distributions
Songtao Lu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #714
Approximation and Estimation Ability of Transformers for Sequence-to-Sequence Functions with Infinite Dimensional Input
Shokichi Takakura · Taiji Suzuki
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #715
Federated Linear Contextual Bandits with User-level Differential Privacy
Ruiquan Huang · Huanyu Zhang · Luca Melis · Milan Shen · Meisam Hejazinia · Jing Yang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #716
Unconstrained Online Learning with Unbounded Losses
Andrew Jacobsen · Ashok Cutkosky
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #718
Doubly Optimal No-Regret Learning in Monotone Games
Yang Cai · Weiqiang Zheng
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #719
Brainformers: Trading Simplicity for Efficiency
Yanqi Zhou · Nan Du · Yanping Huang · Daiyi Peng · Chang Lan · Da Huang · Siamak Shakeri · David So · Andrew Dai · Yifeng Lu · Zhifeng Chen · Quoc Le · Claire Cui · James Laudon · Jeff Dean
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #720
A Modern Look at the Relationship between Sharpness and Generalization
Maksym Andriushchenko · Francesco Croce · Maximilian Müller · Matthias Hein · Nicolas Flammarion
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #721
SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning.
Tanguy MARCHAND · Regis Loeb · Ulysse Marteau-Ferey · Jean Ogier du Terrail · Arthur Pignet
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #722
Exploring the Limits of Model-Targeted Indiscriminate Data Poisoning Attacks
Yiwei Lu · Gautam Kamath · Yaoliang Yu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #723
On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
Zhanke Zhou · Chenyu Zhou · Xuan Li · Jiangchao Yao · QUANMING YAO · Bo Han
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #724
Progressive Purification for Instance-Dependent Partial Label Learning
Ning Xu · biao liu · JIAQI LYU · Congyu Qiao · Xin Geng
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #725
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework
WOOJUN KIM · Jeonghye Kim · Youngchul Sung
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #726
Multi-Objective GFlowNets
Moksh Jain · Sharath Chandra Raparthy · Alex Hernandez-Garcia · Jarrid Rector-Brooks · Yoshua Bengio · Santiago Miret · Emmanuel Bengio
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #727
Long-Term Rhythmic Video Soundtracker
Jiashuo Yu · Yaohui Wang · Xinyuan Chen · Xiao Sun · Yu Qiao
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #417
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
Xinlu Zhang · Shiyang Li · Zhiyu Chen · Xifeng Yan · Linda Petzold
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #728
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
Yijun Dong · Yuege Xie · Rachel Ward
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #729
Neural Diffusion Processes
Vincent Dutordoir · Alan Saul · Zoubin Ghahramani · Fergus Simpson
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #730
Estimating Joint Treatment Effects by Combining Multiple Experiments
Yonghan Jung · Jin Tian · Elias Bareinboim
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #731
Generalized Implicit Follow-The-Regularized-Leader
Keyi Chen · Francesco Orabona
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #732
PAL: Program-aided Language Models
Luyu Gao · Aman Madaan · Shuyan Zhou · Uri Alon · Pengfei Liu · Yiming Yang · Jamie Callan · Graham Neubig
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #733
Looped Transformers as Programmable Computers
Angeliki Giannou · Shashank Rajput · Jy-yong Sohn · Kangwook Lee · Jason Lee · Dimitris Papailiopoulos
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #734
Is Learning Summary Statistics Necessary for Likelihood-free Inference?
Yanzhi Chen · Michael Gutmann · Adrian Weller
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #735
Partial Optimality in Cubic Correlation Clustering
David Stein · Silvia Di Gregorio · Bjoern Andres
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #717
The Computational Complexity of Concise Hypersphere Classification
Eduard Eiben · Robert Ganian · Iyad Kanj · Sebastian Ordyniak · Stefan Szeider
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #736
Accelerated Stochastic Optimization Methods under Quasar-convexity
Qiang Fu · Dongchu Xu · Ashia Wilson
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #737
Off-Policy Average Reward Actor-Critic with Deterministic Policy Search
Naman Saxena · Subhojyoti Khastagir · Shishir Nadubettu Yadukumar · Shalabh Bhatnagar
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #738
Stochastic Gradient Descent under Markovian Sampling Schemes
Mathieu Even
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #739
Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
Ezgi Korkmaz · Jonah Brown-Cohen
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #741
Estimation Beyond Data Reweighting: Kernel Method of Moments
Heiner Kremer · Yassine Nemmour · Bernhard Schölkopf · Jia-Jie Zhu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #742
spred: Solving L1 Penalty with SGD
Liu Ziyin · Zihao Wang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #743
Graph Neural Tangent Kernel: Convergence on Large Graphs
Sanjukta Krishnagopal · Luana Ruiz
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #800
Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification
Florian Heinrichs · Mavin Heim · Corinna Weber
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #801
Compositional Score Modeling for Simulation-Based Inference
Tomas Geffner · George Papamakarios · Andriy Mnih
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #802
Unearthing InSights into Mars: Unsupervised Source Separation with Limited Data
Ali Siahkoohi · Rudy Morel · Maarten de Hoop · Erwan Allys · Gregory Sainton · Taichi Kawamura
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #803
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems
Chawin Sitawarin · Florian Tramer · Nicholas Carlini
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #804
Performative Recommendation: Diversifying Content via Strategic Incentives
Itay Eilat · Nir Rosenfeld
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #805
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts
Haoran Zhang · Harvineet Singh · Marzyeh Ghassemi · Shalmali Joshi
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #806
Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures
Oleg Balabanov · Matthias Beaupère · Laura Grigori · Victor Lederer
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #807
Latent Traversals in Generative Models as Potential Flows
Yue Song · T. Anderson Keller · Nicu Sebe · Max Welling
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #808
Competitive Gradient Optimization
Abhijeet Vyas · Brian Bullins · Kamyar Azizzadenesheli
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #809
The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimation
Mark Rowland · Yunhao Tang · Clare Lyle · Remi Munos · Marc Bellemare · Will Dabney
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #810
Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation
Yiming Cui · Linjie Yang · Haichao Yu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #811
Human-Timescale Adaptation in an Open-Ended Task Space
Jakob Bauer · Kate Baumli · Feryal Behbahani · Avishkar Bhoopchand · Natalie Bradley-Schmieg · Michael Chang · Natalie Clay · Adrian Collister · Vibhavari Dasagi · Lucy Gonzalez · Karol Gregor · Edward Hughes · Sheleem Kashem · Maria Loks-Thompson · Hannah Openshaw · Jack Parker-Holder · Shreya Pathak · Nicolas Perez-Nieves · Nemanja Rakicevic · Tim Rocktäschel · Yannick Schroecker · Satinder Singh · Jakub Sygnowski · Karl Tuyls · Sarah York · Alexander Zacherl · Lei Zhang
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #812
Expected Gradients of Maxout Networks and Consequences to Parameter Initialization
Hanna Tseran · Guido Montufar
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #813
A Category-theoretical Meta-analysis of Definitions of Disentanglement
Yivan Zhang · Masashi Sugiyama
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #814
On Preemption and Learning in Stochastic Scheduling
Nadav Merlis · Hugo Richard · Flore Sentenac · Corentin Odic · Mathieu Molina · Vianney Perchet
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #815
Adversarial Cheap Talk
Christopher Lu · Timon Willi · Alistair Letcher · Jakob Foerster
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #816
Towards Stable and Efficient Adversarial Training against $l_1$ Bounded Adversarial Attacks
Yulun Jiang · Chen Liu · Zhichao Huang · Mathieu Salzmann · Sabine Süsstrunk
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #817
Improving the Model Consistency of Decentralized Federated Learning
Yifan Shi · Li Shen · Kang Wei · Yan Sun · Bo Yuan · Xueqian Wang · Dacheng Tao
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #818
One-Step Estimator for Permuted Sparse Recovery
Hang Zhang · Ping Li
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #819
Improving l1-Certified Robustness via Randomized Smoothing by Leveraging Box Constraints
Václav Voráček · Matthias Hein
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #820
Neural FIM for learning Fisher information metrics from point cloud data
Oluwadamilola Fasina · Guillaume Huguet · Alexander Tong · Yanlei Zhang · Guy Wolf · Maximilian Nickel · Ian Adelstein · Smita Krishnaswamy
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #821
Learn to Accumulate Evidence from All Training Samples: Theory and Practice
Deep Pandey · Qi Yu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #822
IncDSI: Incrementally Updatable Document Retrieval
Varsha Kishore · Chao Wan · Justin Lovelace · Yoav Artzi · Kilian Weinberger
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #823
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure
Ryoma Sato
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #824
The case for 4-bit precision: k-bit Inference Scaling Laws
Tim Dettmers · Luke Zettlemoyer
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #825
A Toy Model of Universality: Reverse Engineering how Networks Learn Group Operations
Bilal Chughtai · Lawrence Chan · Neel Nanda
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #826
Generated Graph Detection
Yihan Ma · Zhikun Zhang · Ning Yu · Xinlei He · Michael Backes · Yun Shen · Yang Zhang
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #827
LIV: Language-Image Representations and Rewards for Robotic Control
Yecheng Jason Ma · Vikash Kumar · Amy Zhang · Osbert Bastani · Dinesh Jayaraman
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #828
PromptBoosting: Black-Box Text Classification with Ten Forward Passes
Bairu Hou · Joe O'Connor · Jacob Andreas · Shiyu Chang · Yang Zhang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #829
Learning Controllable Degradation for Real-World Super-Resolution via Constrained Flows
Seobin Park · Dongjin Kim · Sungyong Baik · Tae Hyun Kim
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #830
PASTA: Pessimistic Assortment Optimization
Juncheng Dong · Weibin Mo · Zhengling Qi · Cong Shi · Ethan Fang · Vahid Tarokh
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #831
Which Tricks are Important for Learning to Rank?
Ivan Lyzhin · Aleksei Ustimenko · Andrey Gulin · Liudmila Prokhorenkova
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #832
Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels
Fabian Altekrüger · Johannes Hertrich · Gabriele Steidl
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #833
Multicalibration as Boosting for Regression
Ira Globus-Harris · Declan Harrison · Michael Kearns · Aaron Roth · Jessica Sorrell
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #740
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
Siddharth Nagar Nayak · Kenneth Choi · Wenqi Ding · Sydney Dolan · Karthik Gopalakrishnan · Hamsa Balakrishnan
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #834
On the Correctness of Automatic Differentiation for Neural Networks with Machine-Representable Parameters
Wonyeol Lee · Sejun Park · Alex Aiken
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #835
Posterior Sampling for Deep Reinforcement Learning
Remo Sasso · Michelangelo Conserva · Paulo Rauber
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #836
Multi-Agent Best Arm Identification with Private Communications
Alexandre Rio · Merwan Barlier · Igor Colin · Marta Soare
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #837
A Fast, Well-Founded Approximation to the Empirical Neural Tangent Kernel
Mohamad Amin Mohamadi · Won Bae · Danica J Sutherland
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #838
Multi-agent Online Scheduling: MMS Allocations for Indivisible Items
Shengwei Zhou · Rufan Bai · Xiaowei Wu
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #839
Double-Weighting for Covariate Shift Adaptation
José I. Segovia-Martín · Santiago Mazuelas · Anqi Liu
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #840
Online Local Differential Private Quantile Inference via Self-normalization
Yi Liu · Qirui Hu · Lei Ding · Linglong Kong
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Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #901
Dink-Net: Neural Clustering on Large Graphs
Yue Liu · KE LIANG · Jun Xia · sihang zhou · xihong yang · Xinwang Liu · Stan Z Li
[ PDF
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #902
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior
Jennifer J. Sun · Markus Marks · Andrew Ulmer · Dipam Chakraborty · Brian Geuther · Edward Hayes · Heng Jia · Vivek Kumar · Sebastian Oleszko · Zachary Partridge · Milan Peelman · Alice Robie · Catherine Schretter · Keith Sheppard · Chao Sun · Param Uttarwar · Julian Wagner · Erik Werner · Joseph Parker · Pietro Perona · Yisong Yue · Kristin Branson · Ann Kennedy
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #903
Fast Excess Risk Rates via Offset Rademacher Complexity
Chenguang Duan · Yuling Jiao · Lican Kang · Xiliang Lu · Jerry Yang
[ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #909
Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving
Wei-Xin Li · Xiaodong Yang
[ Slides [ PDF [ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #904
Settling the Reward Hypothesis
Michael Bowling · John Martin · David Abel · Will Dabney
[ Poster
Poster
Tue Jul 25 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #906
Algorithms for bounding contribution for histogram estimation under user-level privacy
Yuhan Liu · Ananda Suresh · Wennan Zhu · Peter Kairouz · Marco Gruteser
[ PDF