Skip to yearly menu bar Skip to main content


(300 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #100
POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models
In Poster Session 1
Korawat Tanwisuth · Shujian Zhang · Huangjie Zheng · Pengcheng He · Mingyuan Zhou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #812
Faith-Shap: The Faithful Shapley Interaction Index
In Poster Session 1
Che-Ping Tsai · Chih-Kuan Yeh · Pradeep Ravikumar
[ Slides]  [ Poster]  [ JMLR] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #101
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
In Poster Session 1
Zixuan Hu · Li Shen · Zhenyi Wang · Baoyuan Wu · Chun Yuan · Dacheng Tao
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #102
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
In Poster Session 1
Jiwoo Son · Minsu Kim · Hyeonah Kim · Jinkyoo Park
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #103
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
In Poster Session 1
Youwei Liang · Kevin Stone · Ali Shameli · Chris Cummins · Mostafa Elhoushi · Jiadong Guo · Benoit Steiner · Xiaomeng Yang · Pengtao Xie · Hugh Leather · Yuandong Tian
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #104
TabLeak: Tabular Data Leakage in Federated Learning
In Poster Session 1
Mark Vero · Mislav Balunovic · Dimitar I. Dimitrov · Martin Vechev
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #105
Semi-Supervised Offline Reinforcement Learning with Action-Free Trajectories
In Poster Session 1
Qinqing Zheng · Mikael Henaff · Brandon Amos · Aditya Grover
[ Slides]  [ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #106
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language
In Poster Session 1
Philipp Seidl · Andreu Vall · Sepp Hochreiter · Günter Klambauer
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #107
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
In Poster Session 1
XiaoHui Zhang · Jiangyan Yi · Jianhua Tao · Chenglong Wang · Chu Yuan Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #108
Improving Fair Training under Correlation Shifts
In Poster Session 1
Yuji Roh · Kangwook Lee · Steven Whang · Changho Suh
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #109
Phase-aware Adversarial Defense for Improving Adversarial Robustness
In Poster Session 1
Dawei Zhou · Nannan Wang · Heng Yang · Xinbo Gao · Tongliang Liu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #110
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting
In Poster Session 1
Shayan Shirahmad Gale Bagi · Zahra Gharaee · Oliver Schulte · Mark Crowley
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #111
Unlocking Slot Attention by Changing Optimal Transport Costs
In Poster Session 1
Yan Zhang · David Zhang · Simon Lacoste-Julien · Gertjan Burghouts · Cees Snoek
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #112
Optimizing Hyperparameters with Conformal Quantile Regression
In Poster Session 1
David Salinas · Jacek Golebiowski · Aaron Klein · Matthias Seeger · Cedric Archambeau
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #113
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation
In Poster Session 1
Ilan Naiman · Nimrod Berman · Omri Azencot
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #114
Test-time Adaptation with Slot-Centric Models
In Poster Session 1
Mihir Prabhudesai · Anirudh Goyal · Sujoy Paul · Sjoerd van Steenkiste · Mehdi S. M. Sajjadi · Gaurav Aggarwal · Thomas Kipf · Deepak Pathak · Katerina Fragkiadaki
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #115
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels
In Poster Session 1
Min-Kook Suh · Seung-Woo Seo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #116
Cooperative Open-ended Learning Framework for Zero-Shot Coordination
In Poster Session 1
Yang Li · Shao Zhang · Jichen Sun · Yali Du · Ying Wen · Xinbing Wang · Wei Pan
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #117
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning
In Poster Session 1
Yihao Sun · Jiaji Zhang · Chengxing Jia · Haoxin Lin · Junyin Ye · Yang Yu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #118
Eventual Discounting Temporal Logic Counterfactual Experience Replay
In Poster Session 1
Cameron Voloshin · Abhinav Verma · Yisong Yue
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #119
PAC Generalization via Invariant Representations
In Poster Session 1
Advait Parulekar · Karthikeyan Shanmugam · Sanjay Shakkottai
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #120
Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows
In Poster Session 1
Chao Du · Tianbo Li · Tianyu Pang · Shuicheng YAN · Min Lin
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #121
Few-Sample Feature Selection via Feature Manifold Learning
In Poster Session 1
David Cohen · Tal Shnitzer · Yuval Kluger · Ronen Talmon
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #122
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
In Poster Session 1
Yu Chen · Wei Deng · Shikai Fang · Fengpei Li · Tianjiao N Yang · Yikai Zhang · Kashif Rasul · Shandian Zhe · Anderson Schneider · Yuriy Nevmyvaka
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #123
Why does Throwing Away Data Improve Worst-Group Error?
In Poster Session 1
Kamalika Chaudhuri · Kartik Ahuja · Martin Arjovsky · David Lopez-Paz
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #124
TabDDPM: Modelling Tabular Data with Diffusion Models
In Poster Session 1
Akim Kotelnikov · Dmitry Baranchuk · Ivan Rubachev · Artem Babenko
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #125
A Closer Look at the Intervention Procedure of Concept Bottleneck Models
In Poster Session 1
Sungbin Shin · Yohan Jo · Sungsoo Ahn · Namhoon Lee
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #126
On Investigating the Conservative Property of Score-Based Generative Models
In Poster Session 1
Chen-Hao Chao · Wei-Fang Sun · Bo-Wun Cheng · Chun-Yi Lee
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #127
Estimating Causal Effects using a Multi-task Deep Ensemble
In Poster Session 1
Ziyang Jiang · Zhuoran Hou · Yiling Liu · Yiman Ren · Keyu Li · David Carlson
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #128
Differentiable and Transportable Structure Learning
In Poster Session 1
Jeroen Berrevoets · Nabeel Seedat · Fergus Imrie · Mihaela van der Schaar
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #129
Monotonic Location Attention for Length Generalization
In Poster Session 1
Jishnu Ray Chowdhury · Cornelia Caragea
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #130
Cramming: Training a Language Model on a single GPU in one day.
In Poster Session 1
Jonas Geiping · Tom Goldstein
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #131
Federated Conformal Predictors for Distributed Uncertainty Quantification
In Poster Session 1
Charles Lu · Yaodong Yu · Sai Praneeth Karimireddy · Michael Jordan · Ramesh Raskar
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #132
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning
In Poster Session 1
Edwige Cyffers · Aurélien Bellet · Debabrota Basu
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #133
Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning
In Poster Session 1
Dohyun Kwon · Hanbaek Lyu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #134
A Model-Based Method for Minimizing CVaR and Beyond
In Poster Session 1
Si Yi Meng · Robert Gower
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #135
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
In Poster Session 1
Marc Harkonen · Markus Lange-Hegermann · Bogdan Raita
[ Slides]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #136
Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
In Poster Session 1
Sehyun Kwon · Joo Young Choi · Ernest Ryu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #137
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models
In Poster Session 1
Matthew Muckley · Alaaeldin El-Nouby · Karen Ullrich · Herve Jegou · Jakob Verbeek
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #200
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
In Poster Session 1
Kenton Lee · Mandar Joshi · Iulia Turc · Hexiang Hu · Fangyu Liu · Julian M Eisenschlos · Urvashi Khandelwal · Peter Shaw · Ming-Wei Chang · Kristina Toutanova
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #201
Adaptive Coordination in Social Embodied Rearrangement
In Poster Session 1
Andrew Szot · Unnat Jain · Dhruv Batra · Zsolt Kira · Ruta Desai · Akshara Rai
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #202
Active Policy Improvement from Multiple Black-box Oracles
In Poster Session 1
Xuefeng Liu · Takuma Yoneda · Chaoqi Wang · Matthew Walter · Yuxin Chen
[ Slides]  [ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #203
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
In Poster Session 1
Yan Xu · Deqian Kong · Dehong Xu · Ziwei Ji · Bo Pang · Pascale FUNG · Ying Nian Wu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #204
Robust Collaborative Learning with Linear Gradient Overhead
In Poster Session 1
Sadegh Farhadkhani · Rachid Guerraoui · Nirupam Gupta · Lê-Nguyên Hoang · Rafael Pinot · John Stephan
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #205
Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data
In Poster Session 1
Hien Dang · Tho Tran Huu · Stanley Osher · Hung Tran-The · Nhat Ho · TAN NGUYEN
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #206
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation
In Poster Session 1
Maohao Shen · Yuheng Bu · Gregory Wornell
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #207
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
In Poster Session 1
Igor Melnyk · Vijil Chenthamarakshan · Pin-Yu Chen · Payel Das · Amit Dhurandhar · Inkit Padhi · Devleena Das
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #208
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization
In Poster Session 1
Jung Hyun Lee · Jeonghoon Kim · Se Jung Kwon · Dongsoo Lee
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #209
The Wisdom of Hindsight Makes Language Models Better Instruction Followers
In Poster Session 1
Tianjun Zhang · Fangchen Liu · Justin Wong · Pieter Abbeel · Joseph E Gonzalez
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #210
Deep Regression Unlearning
In Poster Session 1
Ayush Tarun · Vikram Chundawat · Murari Mandal · Mohan Kankanhalli
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #211
Bit Allocation using Optimization
In Poster Session 1
Tongda Xu · Han Gao · Chenjian Gao · Yuanyuan Wang · Dailan He · Jinyong Pi · Jixiang Luo · Ziyu Zhu · Mao Ye · Hongwei Qin · Yan Wang · Jingjing Liu · Ya-Qin Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #212
QuantumDARTS: Differentiable Quantum Architecture Search for Variational Quantum Algorithms
In Poster Session 1
Wenjie Wu · Ge Yan · Xudong Lu · Kaisen Pan · Junchi Yan
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #213
Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows
In Poster Session 1
Phillip Si · Zeyi Chen · Subham S Sahoo · Yair Schiff · Volodymyr Kuleshov
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #214
DRew: Dynamically Rewired Message Passing with Delay
In Poster Session 1
Benjamin Gutteridge · Xiaowen Dong · Michael Bronstein · Francesco Di Giovanni
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #215
Few-bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction
In Poster Session 1
Georgii Novikov · Daniel Bershatsky · Julia Gusak · Alex Shonenkov · Denis Dimitrov · Ivan Oseledets
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #216
Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases
In Poster Session 1
Xiaoxia Wu · Cheng Li · Reza Yazdani Aminabadi · Zhewei Yao · Yuxiong He
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #217
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
In Poster Session 1
Max Ryabinin · Tim Dettmers · Michael Diskin · Alexander Borzunov
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #218
Efficient Online Reinforcement Learning with Offline Data
In Poster Session 1
Philip Ball · Laura Smith · Ilya Kostrikov · Sergey Levine
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #219
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning
In Poster Session 1
Mattia Atzeni · Mrinmaya Sachan · Andreas Loukas
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #220
Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed!
In Poster Session 1
Avik Pal · Alan Edelman · Christopher Rackauckas
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #221
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick
In Poster Session 1
Pierre Richemond · Allison Tam · Yunhao Tang · Florian Strub · Bilal Piot · Feilx Hill
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #222
Second-order regression models exhibit progressive sharpening to the edge of stability
In Poster Session 1
Atish Agarwala · Fabian Pedregosa · Jeffrey Pennington
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #223
Graph Neural Networks with Learnable and Optimal Polynomial Bases
In Poster Session 1
Yuhe Guo · Zhewei Wei
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #224
SE(3) diffusion model with application to protein backbone generation
In Poster Session 1
Jason Yim · Brian Trippe · Valentin De Bortoli · Emile Mathieu · Arnaud Doucet · Regina Barzilay · Tommi Jaakkola
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #225
Predicting Ordinary Differential Equations with Transformers
In Poster Session 1
Sören Becker · Michal Klein · Alexander Neitz · Giambattista Parascandolo · Niki Kilbertus
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #226
Universal Morphology Control via Contextual Modulation
In Poster Session 1
Zheng Xiong · Jacob Beck · Shimon Whiteson
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #227
Interactive Object Placement with Reinforcement Learning
In Poster Session 1
Shengping Zhang · Quanling Meng · Qinglin Liu · Liqiang Nie · Bineng Zhong · Xiaopeng Fan · Rongrong Ji
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #228
GNOT: A General Neural Operator Transformer for Operator Learning
In Poster Session 1
Zhongkai Hao · Zhengyi Wang · Hang Su · Chengyang Ying · Yinpeng Dong · LIU SONGMING · Ze Cheng · Jian Song · Jun Zhu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #229
Local Vertex Colouring Graph Neural Networks
In Poster Session 1
Shouheng Li · Dongwoo Kim · Qing Wang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #230
Transformers Meet Directed Graphs
In Poster Session 1
Simon Markus Geisler · Yujia Li · Daniel Mankowitz · Taylan Cemgil · Stephan Günnemann · Cosmin Paduraru
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #231
NerfDiff: Single-image View Synthesis with NeRF-guided Distillation from 3D-aware Diffusion
In Poster Session 1
Jiatao Gu · Alex Trevithick · Kai-En Lin · Joshua M Susskind · Christian Theobalt · Lingjie Liu · Ravi Ramamoorthi
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #232
Under-Counted Tensor Completion with Neural Incorporation of Attributes
In Poster Session 1
Shahana Ibrahim · Xiao Fu · Rebecca Hutchinson · Eugene Seo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #233
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning
In Poster Session 1
Dingyang Chen · Qi Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #234
Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
In Poster Session 1
Pengfei Li · Jianyi Yang · Shaolei Ren
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #235
Smart Initial Basis Selection for Linear Programs
In Poster Session 1
Zhenan Fan · Xinglu Wang · Oleksandr Yakovenko · Abdullah Ali Sivas · Owen Ren · Yong Zhang · Zirui Zhou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #236
Conditional Graph Information Bottleneck for Molecular Relational Learning
In Poster Session 1
Namkyeong Lee · Dongmin Hyun · Gyoung S. Na · Sungwon Kim · Junseok Lee · Chanyoung Park
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #237
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
In Poster Session 1
Shirley Wu · Mert Yuksekgonul · Linjun Zhang · James Zou
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #300
Reconstructive Neuron Pruning for Backdoor Defense
In Poster Session 1
Yige Li · XIXIANG LYU · Xingjun Ma · Nodens Koren · Lingjuan Lyu · Bo Li · Yu-Gang Jiang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #301
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
In Poster Session 1
Kaiwen Zhou · Kaizhi Zheng · Connor Pryor · Yilin Shen · Hongxia Jin · Lise Getoor · Xin Eric Wang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #302
Why do Nearest Neighbor Language Models Work?
In Poster Session 1
Frank Xu · Uri Alon · Graham Neubig
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #303
Retrieval-Augmented Multimodal Language Modeling
In Poster Session 1
Michihiro Yasunaga · Armen Aghajanyan · Weijia Shi · Richard James · Jure Leskovec · Percy Liang · Mike Lewis · Luke Zettlemoyer · Scott Yih
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #305
Optimizing Mode Connectivity for Class Incremental Learning
In Poster Session 1
Haitao Wen · haoyang cheng · Heqian Qiu · Lanxiao Wang · Lili Pan · Hongliang Li
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #306
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models
In Poster Session 1
Luke Vilnis · Yury Zemlyanskiy · Patrick Murray · Alexandre Passos · Sumit Sanghai
[ Slides]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #307
Variational Autoencoding Neural Operators
In Poster Session 1
Jacob H. Seidman · Georgios Kissas · George J. Pappas · Paris Perdikaris
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #308
TAN Without a Burn: Scaling Laws of DP-SGD
In Poster Session 1
Tom Sander · Pierre Stock · Alexandre Sablayrolles
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #309
A Coupled Flow Approach to Imitation Learning
In Poster Session 1
Gideon Freund · Elad Sarafian · Sarit Kraus
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #310
On Kinetic Optimal Probability Paths for Generative Models
In Poster Session 1
Neta Shaul · Ricky T. Q. Chen · Maximilian Nickel · Matthew Le · Yaron Lipman
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #311
Bayesian Design Principles for Frequentist Sequential Learning
In Poster Session 1
Yunbei Xu · Assaf Zeevi
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #312
Speeding Up Bellman Ford via Minimum Violation Permutations
In Poster Session 1
Silvio Lattanzi · Ola Svensson · Sergei Vassilvitskii
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #313
On User-Level Private Convex Optimization
In Poster Session 1
Badih Ghazi · Pritish Kamath · Ravi Kumar · Pasin Manurangsi · Raghu Meka · Chiyuan Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #314
Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback
In Poster Session 1
Tal Lancewicki · Aviv Rosenberg · Dmitry Sotnikov
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #315
FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks
In Poster Session 1
Bingqing Song · Prashant Khanduri · xinwei zhang · Jinfeng Yi · Mingyi Hong
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #316
Contrastive Learning Meets Homophily: Two Birds with One Stone
In Poster Session 1
Dongxiao He · JiTao Zhao · Rui Guo · Zhiyong Feng · Di Jin · Yuxiao Huang · Zhen Wang · Weixiong Zhang
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #317
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
In Poster Session 1
Haiyang Xu · Qinghao Ye · Ming Yan · Yaya Shi · Jiabo Ye · yuanhong xu · Chenliang Li · Bin Bi · Qi Qian · Wei Wang · Guohai Xu · Ji Zhang · Songfang Huang · Fei Huang · Jingren Zhou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #318
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift
In Poster Session 1
Zhi Zhou · Lan-Zhe Guo · Lin-Han Jia · Dingchu Zhang · Yu-Feng Li
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #319
Fractional Denoising for 3D Molecular Pre-training
In Poster Session 1
Shikun Feng · Yuyan Ni · Yanyan Lan · Zhiming Ma · Wei-Ying Ma
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #320
Self-Interpretable Time Series Prediction with Counterfactual Explanations
In Poster Session 1
Jingquan Yan · Hao Wang
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #321
Prompting Large Language Model for Machine Translation: A Case Study
In Poster Session 1
Biao Zhang · Barry Haddow · Alexandra Birch
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #322
Uncertain Evidence in Probabilistic Models and Stochastic Simulators
In Poster Session 1
Andreas Munk · Alexander Mead · Frank Wood
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #323
Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
In Poster Session 1
Hilaf Hasson · Danielle Robinson · Yuyang Wang · Gaurav Gupta · Youngsuk Park
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #324
Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk
In Poster Session 1
David Simchi-Levi · Chonghuan Wang
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #325
Tight and fast generalization error bound of graph embedding in metric space
In Poster Session 1
Atsushi Suzuki · Atsushi Nitanda · Taiji Suzuki · Jing Wang · Feng Tian · Kenji Yamanishi
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #326
Extrapolated Random Tree for Regression
In Poster Session 1
Yuchao Cai · Yuheng Ma · Yiwei Dong · Hanfang Yang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #327
Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes
In Poster Session 1
Runlong Zhou · Ruosong Wang · Simon Du
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #328
Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes
In Poster Session 1
Chenlu Ye · Wei Xiong · Quanquan Gu · Tong Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #329
Active causal structure learning with advice
In Poster Session 1
Davin Choo · Themis Gouleakis · Arnab Bhattacharyya
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #330
Active Ranking of Experts Based on their Performances in Many Tasks
In Poster Session 1
El Mehdi Saad · Nicolas Verzelen · Alexandra Carpentier
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #331
Sequential Changepoint Detection via Backward Confidence Sequences
In Poster Session 1
Shubhanshu Shekhar · Aaditya Ramdas
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #332
Quantum Lower Bounds for Finding Stationary Points of Nonconvex Functions
In Poster Session 1
Chenyi Zhang · Tongyang Li
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #333
The Monge Gap: A Regularizer to Learn All Transport Maps
In Poster Session 1
Théo Uscidda · Marco Cuturi
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #334
Learning Distributions over Quantum Measurement Outcomes
In Poster Session 1
Weiyuan Gong · Scott Aaronson
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #335
Approximation Algorithms for Fair Range Clustering
In Poster Session 1
Sedjro Salomon Hotegni · Sepideh Mahabadi · Ali Vakilian
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #336
Short-lived High-volume Bandits
In Poster Session 1
Su Jia · Nishant Oli · Ian Anderson · Paul Duff · Andrew Li · R. Ravi
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #338
Optimal randomized multilevel Monte Carlo for repeatedly nested expectations
In Poster Session 1
Yasa Syed · Guanyang Wang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #400
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
In Poster Session 1
Aram-Alexandre Pooladian · Vincent Divol · Jonathan Niles-Weed
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #401
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
In Poster Session 1
Elissa Mhanna · Mohamad Assaad
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #402
Global Selection of Contrastive Batches via Optimization on Sample Permutations
In Poster Session 1
Vin Sachidananda · Ziyi Yang · Chenguang Zhu
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #403
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
In Poster Session 1
Thomy Phan · Fabian Ritz · Philipp Altmann · Maximilian Zorn · Jonas Nüßlein · Michael Kölle · Thomas Gabor · Claudia Linnhoff-Popien
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #404
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
In Poster Session 1
Abdul Fatir Ansari · Alvin Heng · Andre Lim · Harold Soh
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #405
Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
In Poster Session 1
Nico Stucki · Johannes C. Paetzold · Suprosanna Shit · bjoern menze · Ulrich Bauer
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #406
MetricGAN-OKD: Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement
In Poster Session 1
Wooseok Shin · Byung Hoon Lee · Jin Sob Kim · Hyun Joon Park · Sung Won Han
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #407
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models
In Poster Session 1
Songze Li · Duanyi YAO · Jin Liu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #408
A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
In Poster Session 1
Yifan Chen · Rentian Yao · Yun Yang · Jie Chen
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #409
Dataset Distillation with Convexified Implicit Gradients
In Poster Session 1
Noel Loo · Ramin Hasani · Mathias Lechner · Daniela Rus
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #411
Fast Federated Machine Unlearning with Nonlinear Functional Theory
In Poster Session 1
Tianshi Che · Yang Zhou · Zijie Zhang · Lingjuan Lyu · Ji Liu · Da Yan · Dejing Dou · Jun Huan
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #412
Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models
In Poster Session 1
Nikolaos Dimitriadis · Pascal Frossard · François Fleuret
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #413
Boosting Offline Reinforcement Learning with Action Preference Query
In Poster Session 1
Qisen Yang · Shenzhi Wang · Matthieu Lin · Shiji Song · Gao Huang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #414
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
In Poster Session 1
Pranjal Aggarwal · Ameet Deshpande · Karthik Narasimhan
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #415
Uncertainty Estimation for Molecules: Desiderata and Methods
In Poster Session 1
Tom Wollschläger · Nicholas Gao · Bertrand Charpentier · Mohamed Amine Ketata · Stephan Günnemann
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #416
Reliable Measures of Spread in High Dimensional Latent Spaces
In Poster Session 1
Anna Marbut · Katy McKinney-Bock · Travis Wheeler
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #417
Causal Strategic Classification: A Tale of Two Shifts
In Poster Session 1
Guy Horowitz · Nir Rosenfeld
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #419
Learning Preconditioners for Conjugate Gradient PDE Solvers
In Poster Session 1
Yichen Li · Peter Yichen Chen · Tao Du · Wojciech Matusik
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #420
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning
In Poster Session 1
Ezekiel Williams · Colin Bredenberg · Guillaume Lajoie
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #421
Learning Belief Representations for Partially Observable Deep RL
In Poster Session 1
Andrew Wang · Andrew C Li · Toryn Q Klassen · Rodrigo A Toro Icarte · Sheila McIlraith
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #422
A Neural PDE Solver with Temporal Stencil Modeling
In Poster Session 1
Zhiqing Sun · Yiming Yang · Shinjae Yoo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #423
Towards Understanding Ensemble Distillation in Federated Learning
In Poster Session 1
Sejun Park · Kihun Hong · Ganguk Hwang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #424
Improved Active Multi-Task Representation Learning via Lasso
In Poster Session 1
Yiping Wang · Yifang Chen · Kevin Jamieson · Simon Du
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #425
Bag of Tricks for Training Data Extraction from Language Models
In Poster Session 1
Weichen Yu · Tianyu Pang · Qian Liu · Chao Du · Bingyi Kang · Yan Huang · Min Lin · Shuicheng YAN
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #426
GFlowNet-EM for Learning Compositional Latent Variable Models
In Poster Session 1
Edward Hu · Nikolay Malkin · Moksh Jain · Katie Everett · Alexandros Graikos · Yoshua Bengio
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #427
Optimizing DDPM Sampling with Shortcut Fine-Tuning
In Poster Session 1
Ying Fan · Kangwook Lee
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #428
The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms
In Poster Session 1
Anirudh Vemula · Yuda Song · Aarti Singh · J. Bagnell · Sanjiban Choudhury
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #429
A Reinforcement Learning Framework for Dynamic Mediation Analysis
In Poster Session 1
Lin Ge · Jitao Wang · Chengchun Shi · Zhenke Wu · Rui Song
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #430
Additive Causal Bandits with Unknown Graph
In Poster Session 1
Alan Malek · Virginia Aglietti · Silvia Chiappa
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #431
VA-learning as a more efficient alternative to Q-learning
In Poster Session 1
Yunhao Tang · Remi Munos · Mark Rowland · Michal Valko
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #432
MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation
In Poster Session 1
Xingang Peng · Jiaqi Guan · qiang liu · Jianzhu Ma
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #433
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling
In Poster Session 1
Tianqi Chen · Mingyuan Zhou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #434
Emergence of Sparse Representations from Noise
In Poster Session 1
Trenton Bricken · Rylan Schaeffer · Bruno Olshausen · Gabriel Kreiman
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #435
The Benefits of Model-Based Generalization in Reinforcement Learning
In Poster Session 1
Kenny Young · Aditya Ramesh · Louis Kirsch · Jürgen Schmidhuber
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #436
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
In Poster Session 1
Andrea Coletta · Svitlana Vyetrenko · Tucker Balch
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #437
Inflow, Outflow, and Reciprocity in Machine Learning
In Poster Session 1
Mukund Sundararajan · Walid Krichene
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #438
Infinite Action Contextual Bandits with Reusable Data Exhaust
In Poster Session 1
Mark Rucker · Yinglun Zhu · Paul Mineiro
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #439
Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games
In Poster Session 1
Dylan Foster · Noah Golowich · Sham Kakade
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #440
Improved Online Learning Algorithms for CTR Prediction in Ad Auctions
In Poster Session 1
Zhe Feng · Christopher Liaw · Zixin Zhou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #441
Bandits with Knapsacks: Advice on Time-Varying Demands
In Poster Session 1
Lixing Lyu · Wang Chi Cheung
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #442
A Kernel-Based View of Language Model Fine-Tuning
In Poster Session 1
Sadhika Malladi · Alexander Wettig · Dingli Yu · Danqi Chen · Sanjeev Arora
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #500
Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies
In Poster Session 1
Hannah Pinson · Joeri Lenaerts · Vincent Ginis
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #501
Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
In Poster Session 1
Weixin Liang · Yining Mao · Yongchan Kwon · Xinyu Yang · James Zou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #502
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
In Poster Session 1
Xuchen You · Shouvanik Chakrabarti · Boyang Chen · Xiaodi Wu
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #503
Slot-VAE: Object-Centric Scene Generation with Slot Attention
In Poster Session 1
Yanbo Wang · Letao Liu · Justin Dauwels
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #504
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
In Poster Session 1
Nan Yin · Li Shen · Mengzhu Wang · Long Lan · Zeyu Ma · Chong Chen · Xian-Sheng Hua · Xiao Luo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #505
Efficient Training of Language Models using Few-Shot Learning
In Poster Session 1
Sashank Jakkam Reddi · Sobhan Miryoosefi · Stefani Karp · Shankar Krishnan · Satyen Kale · Seungyeon Kim · Sanjiv Kumar
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #506
Identifying Useful Learnwares for Heterogeneous Label Spaces
In Poster Session 1
Lan-Zhe Guo · Zhi Zhou · Yu-Feng Li · Zhi-Hua Zhou
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #507
Adaptive Compositional Continual Meta-Learning
In Poster Session 1
Bin Wu · Jinyuan Fang · xiangxiang Zeng · Shangsong Liang · Qiang Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #508
D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching
In Poster Session 1
Xuanzhou Liu · Lin Zhang · Jiaqi Sun · Yujiu Yang · Haiqin Yang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #509
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings
In Poster Session 1
Zequn Sun · Jiacheng Huang · Xiaozhou Xu · Qijin Chen · Weijun Ren · Wei Hu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #510
FedHPO-Bench: A Benchmark Suite for Federated Hyperparameter Optimization
In Poster Session 1
Zhen WANG · Weirui Kuang · Ce Zhang · Bolin Ding · Yaliang Li
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 03:30 PM (PDT) @ Exhibit Hall 1 #418
A theory of continuous generative flow networks
In Poster Session 1
Salem Lahlou · Tristan Deleu · Pablo Lemos · Dinghuai Zhang · Alexandra Volokhova · Alex Hernandez-Garcia · Lena Nehale Ezzine · Yoshua Bengio · Nikolay Malkin
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #512
Neural signature kernels as infinite-width-depth-limits of controlled ResNets
In Poster Session 1
Nicola Muca Cirone · Maud Lemercier · Cristopher Salvi
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #513
Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
In Poster Session 1
Kyurae Kim · Kaiwen Wu · Jisu Oh · Jacob Gardner
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #514
A Robust Test for the Stationarity Assumption in Sequential Decision Making
In Poster Session 1
Jitao Wang · Chengchun Shi · Zhenke Wu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #515
FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization
In Poster Session 1
Hao Zhang · Chenglin Li · Wenrui Dai · Junni Zou · Hongkai Xiong
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #516
Retrosynthetic Planning with Dual Value Networks
In Poster Session 1
Guoqing Liu · Di Xue · Shufang Xie · Yingce Xia · Austin Tripp · Krzysztof Maziarz · Marwin Segler · Tao Qin · Zongzhang Zhang · Tie-Yan Liu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #337
Auxiliary Learning as an Asymmetric Bargaining Game
In Poster Session 1
Aviv Shamsian · Aviv Navon · Neta Glazer · Kenji Kawaguchi · Gal Chechik · Ethan Fetaya
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #517
Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization
In Poster Session 1
Cheuk Yin Lin · Chaobing Song · Jelena Diakonikolas
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #518
Generating Private Synthetic Data with Genetic Algorithms
In Poster Session 1
Terrance Liu · Jingwu Tang · Giuseppe Vietri · Steven Wu
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #519
AdaBoost is not an Optimal Weak to Strong Learner
In Poster Session 1
Mikael Møller Høgsgaard · Kasper Green Larsen · Martin Ritzert
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #520
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation
In Poster Session 1
Weijian Deng · Yumin Suh · Stephen Gould · Liang Zheng
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #813
Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics
In Poster Session 1
Pingchuan Ma · Peter Yichen Chen · Bolei Deng · Josh Tenenbaum · Tao Du · Chuang Gan · Wojciech Matusik
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #521
Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments
In Poster Session 1
Sang-Hyun Lee · Seung-Woo Seo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #522
Learning Neural PDE Solvers with Parameter-Guided Channel Attention
In Poster Session 1
Makoto Takamoto · Francesco Alesiani · Mathias Niepert
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #523
SLAMB: Accelerated Large Batch Training with Sparse Communication
In Poster Session 1
Hang Xu · Wenxuan Zhang · Jiawei Fei · Yuzhe Wu · TingWen Xie · Jun Huang · Yuchen Xie · Mohamed Elhoseiny · Panos Kalnis
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #524
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning
In Poster Session 1
Hanxiao Chen · Meng Hao · Hongwei Li · Kangjie Chen · Guowen Xu · Tianwei Zhang · Xilin Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #525
Continuation Path Learning for Homotopy Optimization
In Poster Session 1
Xi Lin · Zhiyuan Yang · Xiaoyuan Zhang · Qingfu Zhang
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #526
NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
In Poster Session 1
Chenbo Jiang · Jie Yang · Shwai He · Yu-Kun Lai · Lin Gao
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #527
Margin-based Neural Network Watermarking
In Poster Session 1
Byungjoo Kim · Suyoung Lee · Seanie Lee · Son · Sung Ju Hwang
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #528
Sequential Underspecified Instrument Selection for Cause-Effect Estimation
In Poster Session 1
Elisabeth Ailer · Jason Hartford · Niki Kilbertus
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #529
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift
In Poster Session 1
Drew Prinster · Suchi Saria · Anqi Liu
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #530
Constrained Phi-Equilibria
In Poster Session 1
Martino Bernasconi · Matteo Castiglioni · Alberto Marchesi · Francesco Trovò · Nicola Gatti
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #531
Diffusion Models are Minimax Optimal Distribution Estimators
In Poster Session 1
Kazusato Oko · Shunta Akiyama · Taiji Suzuki
[ Slides]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #532
Statistical Indistinguishability of Learning Algorithms
In Poster Session 1
Alkis Kalavasis · Amin Karbasi · Shay Moran · Grigoris Velegkas
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #533
Cluster Explanation via Polyhedral Descriptions
In Poster Session 1
Connor Lawless · Oktay Gunluk
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #534
Geometric Clifford Algebra Networks
In Poster Session 1
David Ruhe · Jayesh K. Gupta · Steven De Keninck · Max Welling · Johannes Brandstetter
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #535
Multisample Flow Matching: Straightening Flows with Minibatch Couplings
In Poster Session 1
Aram-Alexandre Pooladian · Heli Ben-Hamu · Carles Domingo i Enrich · Brandon Amos · Yaron Lipman · Ricky T. Q. Chen
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #536
Memory-Based Dual Gaussian Processes for Sequential Learning
In Poster Session 1
Paul Chang · Prakhar Verma · ST John · Arno Solin · Khan Emtiyaz
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #538
Training-Free Neural Active Learning with Initialization-Robustness Guarantees
In Poster Session 1
Apivich Hemachandra · Zhongxiang Dai · Jasraj Singh · See-Kiong Ng · Bryan Kian Hsiang Low
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #539
Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents
In Poster Session 1
WENHAO XU · Xuefeng Gao · Xuedong He
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #540
Correcting discount-factor mismatch in on-policy policy gradient methods
In Poster Session 1
Fengdi Che · Gautham Vasan · Rupam Mahmood
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #541
A Fast Optimistic Method for Monotone Variational Inequalities
In Poster Session 1
Michael Sedlmayer · Dang-Khoa Nguyen · Radu Ioan Bot
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #542
Doubly Adversarial Federated Bandits
In Poster Session 1
Jialin Yi · Milan Vojnovic
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #543
Demystifying Disagreement-on-the-Line in High Dimensions
In Poster Session 1
Donghwan Lee · Behrad Moniri · Xinmeng Huang · Edgar Dobriban · Hamed Hassani
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #544
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
In Poster Session 1
Kexun Zhang · Xianjun Yang · William Wang · Lei Li
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #545
Unifying Molecular and Textual Representations via Multi-task Language Modelling
In Poster Session 1
Dimitrios Christofidellis · Giorgio Giannone · Jannis Born · Ole Winther · Teodoro Laino · Matteo Manica
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #600
Evidential Interactive Learning for Medical Image Captioning
In Poster Session 1
Ervine Zheng · Qi Yu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #601
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation
In Poster Session 1
Antoine Dedieu · Guangyao Zhou · Dileep George · Miguel Lazaro-Gredilla
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #602
Hindsight Learning for MDPs with Exogenous Inputs
In Poster Session 1
Sean R. Sinclair · Felipe Vieira Frujeri · Ching-An Cheng · Luke Marshall · Hugo Barbalho · Jingling Li · Jennifer Neville · Ishai Menache · Adith Swaminathan
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #603
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples
In Poster Session 1
Dongyoon Yang · Insung Kong · Yongdai Kim
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #604
Adversarially Robust PAC Learnability of Real-Valued Functions
In Poster Session 1
Idan Attias · Steve Hanneke
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #605
Nearly Minimax Optimal Regret for Learning Linear Mixture Stochastic Shortest Path
In Poster Session 1
Qiwei Di · Jiafan He · Dongruo Zhou · Quanquan Gu
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #606
MAHALO: Unifying Offline Reinforcement Learning and Imitation Learning from Observations
In Poster Session 1
Anqi Li · Byron Boots · Ching-An Cheng
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #607
Truncating Trajectories in Monte Carlo Reinforcement Learning
In Poster Session 1
Riccardo Poiani · Alberto Maria Metelli · Marcello Restelli
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #608
Approximately Optimal Core Shapes for Tensor Decompositions
In Poster Session 1
Mehrdad Ghadiri · Matthew Fahrbach · Thomas Fu · Vahab Mirrokni
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #609
Data Structures for Density Estimation
In Poster Session 1
Anders Aamand · Alexandr Andoni · Justin Chen · Piotr Indyk · Shyam Narayanan · Sandeep Silwal
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #610
Internet Explorer: Targeted Representation Learning on the Open Web
In Poster Session 1
Alexander Li · Ellis Brown · Alexei Efros · Deepak Pathak
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #611
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator
In Poster Session 1
Sicheng Zhu · Bang An · Furong Huang · Sanghyun Hong
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #612
DRCFS: Doubly Robust Causal Feature Selection
In Poster Session 1
Francesco Quinzan · Ashkan Soleymani · Patrick Jaillet · Cristian R. Rojas · Stefan Bauer
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #613
Polarity Is All You Need to Learn and Transfer Faster
In Poster Session 1
Alice (Qingyang) Wang · Michael Powell · Eric Bridgeford · Ali Geisa · Joshua Vogelstein
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #614
Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions
In Poster Session 1
Hamza Keurti · Hsiao-Ru Pan · Michel Besserve · Benjamin F. Grewe · Bernhard Schölkopf
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #615
RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents
In Poster Session 1
Rafael A Rodriguez-Sanchez · Benjamin Spiegel · Jennifer Wang · Roma Patel · Stefanie Tellex · George Konidaris
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #616
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation
In Poster Session 1
Ronghao Dang · Lu Chen · Liuyi Wang · Zongtao He · Chengju Liu · Qijun Chen
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #617
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
In Poster Session 1
Arka Daw · Jie Bu · Sifan Wang · Paris Perdikaris · Anuj Karpatne
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #618
A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks
In Poster Session 1
David Boetius · Stefan Leue · Tobias Sutter
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #619
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models
In Poster Session 1
Ajay Jaiswal · Shiwei Liu · Tianlong Chen · Ding · Zhangyang “Atlas” Wang
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #620
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels
In Poster Session 1
Sai Rajeswar · Pietro Mazzaglia · Tim Verbelen · Alex Piche · Bart Dhoedt · Aaron Courville · Alexandre Lacoste
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #621
Do Machine Learning Models Learn Statistical Rules Inferred from Data?
In Poster Session 1
Aaditya Naik · Yinjun Wu · Mayur Naik · Eric Wong
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #622
Set-membership Belief State-based Reinforcement Learning for POMDPs
In Poster Session 1
Wei Wei · Lijun Zhang · Lin Li · Huizhong Song · Jiye Liang
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #623
Masked Bayesian Neural Networks : Theoretical Guarantee and its Posterior Inference
In Poster Session 1
Insung Kong · Dongyoon Yang · Jongjin Lee · Ilsang Ohn · GYUSEUNG BAEK · Yongdai Kim
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #624
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards
In Poster Session 1
Yulian Wu · Xingyu Zhou · Sayak Ray Chowdhury · Di Wang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #625
Online Learning with Feedback Graphs: The True Shape of Regret
In Poster Session 1
Tomáš Kocák · Alexandra Carpentier
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #626
High Probability Convergence of Stochastic Gradient Methods
In Poster Session 1
Zijian Liu · Ta Duy Nguyen · Thien Nguyen · Alina Ene · Huy Nguyen
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #627
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits
In Poster Session 1
Weitong Zhang · Jiafan He · Zhiyuan Fan · Quanquan Gu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #628
Sequence Modeling with Multiresolution Convolutional Memory
In Poster Session 1
Jiaxin Shi · Ke Alexander Wang · Emily Fox
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #629
Dropout Reduces Underfitting
In Poster Session 1
Zhuang Liu · Zhiqiu (Oscar) Xu · Joseph Jin · Zhiqiang Shen · Trevor Darrell
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #630
Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning Using Independent Component Analysis
In Poster Session 1
Sanjay Kariyappa · Chuan Guo · Kiwan Maeng · Wenjie Xiong · G. Edward Suh · Moinuddin Qureshi · Hsien-Hsin Sean Lee
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #631
Uncovering Adversarial Risks of Test-Time Adaptation
In Poster Session 1
Tong Wu · Feiran Jia · Xiangyu Qi · Jiachen Wang · Vikash Sehwag · Saeed Mahloujifar · Prateek Mittal
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #632
Trapdoor Normalization with Irreversible Ownership Verification
In Poster Session 1
Hanwen Liu · Zhenyu Weng · Yuesheng Zhu · Yadong Mu
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #633
Detecting Out-of-distribution Data through In-distribution Class Prior
In Poster Session 1
Xue JIANG · Feng Liu · zhen fang · Hong Chen · Tongliang Liu · Feng Zheng · Bo Han
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #634
Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning
In Poster Session 1
Mingqi Yuan · Bo Li · Xin Jin · Wenjun Zeng
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #635
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation
In Poster Session 1
Omer Bar-Tal · Lior Yariv · Yaron Lipman · Tali Dekel
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #637
Unsupervised Out-of-Distribution Detection with Diffusion Inpainting
In Poster Session 1
Zhenzhen Liu · Jin Zhou · Yufan Wang · Kilian Weinberger
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #638
Markovian Gaussian Process Variational Autoencoders
In Poster Session 1
Harrison Zhu · Carles Balsells Rodas · Yingzhen Li
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #639
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs
In Poster Session 1
Richard Watson · Hengrui Cai · Xinming An · Samuel McLean · Rui Song
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #640
Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity
In Poster Session 1
Eduard Gorbunov · Adrien Taylor · Samuel Horváth · Gauthier Gidel
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #641
Large Language Models Struggle to Learn Long-Tail Knowledge
In Poster Session 1
Nikhil Kandpal · Haikang Deng · Adam Roberts · Eric Wallace · Colin Raffel
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #643
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
In Poster Session 1
Joar Skalse · Matthew Farrugia-Roberts · Stuart Russell · Alessandro Abate · Adam Gleave
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #645
Global optimality for Euclidean CCCP under Riemannian convexity
In Poster Session 1
Melanie Weber · Suvrit Sra
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #700
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice
In Poster Session 1
Toshinori Kitamura · Tadashi Kozuno · Yunhao Tang · Nino Vieillard · Michal Valko · Wenhao Yang · Jincheng Mei · Pierre Menard · Mohammad Gheshlaghi Azar · Remi Munos · Olivier Pietquin · Matthieu Geist · Csaba Szepesvari · Wataru Kumagai · Yutaka Matsuo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #701
On the Occupancy Measure of Non-Markovian Policies in Continuous MDPs
In Poster Session 1
Romain Laroche · Remi Tachet des Combes
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #702
Achieving High Accuracy with PINNs via Energy Natural Gradient Descent
In Poster Session 1
Johannes Müller · Marius Zeinhofer
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #703
A Distribution Optimization Framework for Confidence Bounds of Risk Measures
In Poster Session 1
Hao Liang · Zhi-Quan Luo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #704
A Kernel Stein Test of Goodness of Fit for Sequential Models
In Poster Session 1
Jerome Baum · Heishiro Kanagawa · Arthur Gretton
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #705
PCA-based Multi-Task Learning: a Random Matrix Approach
In Poster Session 1
Malik TIOMOKO · Romain COUILLET · Frederic Pascal
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #706
Neural Status Registers
In Poster Session 1
Lukas Faber · Roger Wattenhofer
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #707
Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network
In Poster Session 1
Marie Guyomard · Susana Barbosa · Lionel Fillatre
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #708
Free-Form Variational Inference for Gaussian Process State-Space Models
In Poster Session 1
Xuhui Fan · Edwin V. Bonilla · Terence O'kane · Scott SIsson
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #709
Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach
In Poster Session 1
Boya Hou · Sina Sanjari · Nathan Dahlin · Subhonmesh Bose · Umesh Vaidya
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #710
Rethinking Backdoor Attacks
In Poster Session 1
Alaa Khaddaj · Guillaume Leclerc · Aleksandar Makelov · Kristian Georgiev · Hadi Salman · Andrew Ilyas · Aleksander Madry
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #711
Do Perceptually Aligned Gradients Imply Robustness?
In Poster Session 1
Roy Ganz · Bahjat Kawar · Michael Elad
[ Slides]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #712
Understanding Oversquashing in GNNs through the Lens of Effective Resistance
In Poster Session 1
Mitchell Black · Zhengchao Wan · Amir Nayyeri · Yusu Wang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #713
One-Shot Compression of Large Edge-Exchangeable Graphs using Bits-Back Coding
In Poster Session 1
Daniel Severo · James Townsend · Ashish Khisti · Alireza Makhzani
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #714
Solving High-Dimensional PDEs with Latent Spectral Models
In Poster Session 1
Haixu Wu · Tengge Hu · huakun luo · Jianmin Wang · Mingsheng Long
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #715
Two-Scale Gradient Descent Ascent Dynamics Finds Mixed Nash Equilibria of Continuous Games: A Mean-Field Perspective
In Poster Session 1
Yulong Lu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #716
An Information-Theoretic Analysis of Nonstationary Bandit Learning
In Poster Session 1
Seungki Min · Daniel Russo
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #717
Learning Representations without Compositional Assumptions
In Poster Session 1
Tennison Liu · Jeroen Berrevoets · Zhaozhi Qian · Mihaela van der Schaar
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #718
Meta-learning Parameterized Skills
In Poster Session 1
Haotian Fu · Shangqun Yu · Saket Tiwari · Michael L. Littman · George Konidaris
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #719
On the Convergence Rate of Gaussianization with Random Rotations
In Poster Session 1
Felix Draxler · Lars Kühmichel · Armand Rousselot · Jens Müller · Christoph Schnörr · Ullrich Koethe
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #720
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
In Poster Session 1
Raif Rustamov · Subhabrata Majumdar
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #721
Coordinated Dynamic Bidding in Repeated Second-Price Auctions with Budgets
In Poster Session 1
Yurong Chen · Qian Wang · Zhijian Duan · Haoran Sun · Zhaohua Chen · Xiang Yan · Xiaotie Deng
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #722
TGRL: An Algorithm for Teacher Guided Reinforcement Learning
In Poster Session 1
Idan Shenfeld · Zhang-Wei Hong · Aviv Tamar · Pulkit Agrawal
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #723
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
In Poster Session 1
Xingyu Xu · Yandi Shen · Yuejie Chi · Cong Ma
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #724
FeDXL: Provable Federated Learning for Deep X-Risk Optimization
In Poster Session 1
Zhishuai Guo · Rong Jin · Jiebo Luo · Tianbao Yang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #725
Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
In Poster Session 1
Lesi Chen · Jing Xu · Luo Luo
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #726
Efficient List-Decodable Regression using Batches
In Poster Session 1
Abhimanyu Das · Ayush Jain · Weihao Kong · Rajat Sen
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #727
Approximate Stein Classes for Truncated Density Estimation
In Poster Session 1
Daniel J. Williams · Song Liu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #728
Rethinking Weak Supervision in Helping Contrastive Learning
In Poster Session 1
Jingyi Cui · Weiran Huang · Yifei Wang · Yisen Wang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #729
Spatial Implicit Neural Representations for Global-Scale Species Mapping
In Poster Session 1
Elijah Cole · Grant Horn · Christian Lange · Alexander Shepard · Patrick Leary · Pietro Perona · Scott Loarie · Oisin Mac Aodha
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #730
Interventional Causal Representation Learning
In Poster Session 1
Kartik Ahuja · Divyat Mahajan · Yixin Wang · Yoshua Bengio
[ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #731
Denoising MCMC for Accelerating Diffusion-Based Generative Models
In Poster Session 1
Beomsu Kim · Jong Chul YE
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #732
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
In Poster Session 1
Gati Aher · Rosa I. Arriaga · Adam Tauman Kalai
[ Slides]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #733
Poisoning Generative Replay in Continual Learning to Promote Forgetting
In Poster Session 1
Siteng Kang · Zhan Shi · Xinhua Zhang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #734
Continual Task Allocation in Meta-Policy Network via Sparse Prompting
In Poster Session 1
Yijun Yang · Tianyi Zhou · Jing Jiang · Guodong Long · Yuhui Shi
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #735
Text-To-Concept (and Back) via Cross-Model Alignment
In Poster Session 1
Mazda Moayeri · Keivan Rezaei · Maziar Sanjabi · Soheil Feizi
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #736
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
In Poster Session 1
Ruofan Zhang · Ruofan Zhang · Haoyu Chen · Chao Dong · Yulun Zhang · Wenming Yang
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #737
Maximum Optimality Margin: A Unified Approach for Contextual Linear Programming and Inverse Linear Programming
In Poster Session 1
Chunlin Sun · Shang Liu · Xiaocheng Li
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #738
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers
In Poster Session 1
Yineng Chen · Zuchao Li · Lefei Zhang · Bo Du · hai zhao
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #739
State and parameter learning with PARIS particle Gibbs
In Poster Session 1
Gabriel Cardoso · Yazid Janati el idrissi · Sylvain Le Corff · Eric Moulines · Jimmy Olsson
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #740
On Computing Optimal Tree Ensembles
In Poster Session 1
Christian Komusiewicz · Pascal Kunz · Frank Sommer · Manuel Sorge
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #741
Opponent-Limited Online Search for Imperfect Information Games
In Poster Session 1
Weiming Liu · Haobo Fu · Qiang Fu · Wei Yang
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #742
Robust Subtask Learning for Compositional Generalization
In Poster Session 1
Kishor Jothimurugan · Steve Hsu · Osbert Bastani · Rajeev Alur
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #743
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits
In Poster Session 1
Ronshee Chawla · Daniel Vial · Sanjay Shakkottai · R Srikant
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #800
Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning
In Poster Session 1
Antonio Sclocchi · Mario Geiger · Matthieu Wyart
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #801
Fully Dynamic Submodular Maximization over Matroids
In Poster Session 1
PAUL DUETTING · Federico Fusco · Silvio Lattanzi · Ashkan Norouzi-Fard · Morteza Zadimoghaddam
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #802
One-sided Matrix Completion from Two Observations Per Row
In Poster Session 1
Steven Cao · Percy Liang · Greg Valiant
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #803
The Saddle-Point Method in Differential Privacy
In Poster Session 1
Wael Alghamdi · Juan Gomez · Shahab Asoodeh · Flavio Calmon · Oliver Kosut · Lalitha Sankar
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #804
Geometric Autoencoders - What You See is What You Decode
In Poster Session 1
Philipp Nazari · Sebastian Damrich · Fred Hamprecht
[ Slides]  [ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #805
Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape
In Poster Session 1
Yan Sun · Li Shen · Shixiang Chen · Liang Ding · Dacheng Tao
[ Slides]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #806
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
In Poster Session 1
Yuhang Lai · Chengxi Li · Yiming Wang · Tianyi Zhang · Ruiqi Zhong · Luke Zettlemoyer · Scott Yih · Daniel Fried · Sida Wang · Tao Yu
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #807
Continual Learning in Linear Classification on Separable Data
In Poster Session 1
Itay Evron · Edward Moroshko · Gon Buzaglo · Maroun Khriesh · Badea Marjieh · Nati Srebro · Daniel Soudry
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #809
The Implicit Regularization of Dynamical Stability in Stochastic Gradient Descent
In Poster Session 1
Lei Wu · Weijie Su
[ PDF] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #810
Multi-channel Autobidding with Budget and ROI Constraints
In Poster Session 1
Yuan Deng · Negin Golrezaei · Patrick Jaillet · Jason Cheuk Nam Liang · Vahab Mirrokni
[ PDF]  [ Poster] 
Poster
Tue Jul 25 02:00 PM -- 04:30 PM (PDT) @ Exhibit Hall 1 #811
Raising the Cost of Malicious AI-Powered Image Editing
In Poster Session 1
Hadi Salman · Alaa Khaddaj · Guillaume Leclerc · Andrew Ilyas · Aleksander Madry
[ Poster]