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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #115
Simple and Fast Group Robustness by Automatic Feature Reweighting
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #118
Nonlinear Causal Discovery with Latent Confounders
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #119
Marginalization is not Marginal: No Bad VAE Local Minima when Learning Optimal Sparse Representations
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #129
Hyena Hierarchy: Towards Larger Convolutional Language Models
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #130
Towards Controlled Data Augmentations for Active Learning
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #132
Online Nonstochastic Control with Adversarial and Static Constraints
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #135
Restoration based Generative Models
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #137
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #200
Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #202
Reinforcement Learning from Passive Data via Latent Intentions
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #204
Provably and Practically Efficient Neural Contextual Bandits
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #210
Pre-training for Speech Translation: CTC Meets Optimal Transport
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #214
Can Forward Gradient Match Backpropagation?
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #219
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #220
Evaluating Self-Supervised Learning via Risk Decomposition
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #221
Width and Depth Limits Commute in Residual Networks
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #227
Learning Subpocket Prototypes for Generalizable Structure-based Drug Design
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #228
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #230
Composer: Creative and Controllable Image Synthesis with Composable Conditions
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #313
Federated Heavy Hitter Recovery under Linear Sketching
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #324
The Ideal Continual Learner: An Agent That Never Forgets
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #330
$H$-Consistency Bounds for Pairwise Misranking Loss Surrogates
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #331
Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
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Poster]
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #333
Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #404
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #408
Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #415
Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #416
A Watermark for Large Language Models
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #420
Trainability, Expressivity and Interpretability in Gated Neural ODEs
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #421
DevFormer: A Symmetric Transformer for Context-Aware Device Placement
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #423
Tilted Sparse Additive Models
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #425
A Flexible Diffusion Model
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #430
Reinforcement Learning Can Be More Efficient with Multiple Rewards
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #431
Minimizing Trajectory Curvature of ODE-based Generative Models
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #433
Generalization on the Unseen, Logic Reasoning and Degree Curriculum
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #434
Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines?
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #436
Automatic Data Augmentation via Invariance-Constrained Learning
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #440
Online Mechanism Design for Information Acquisition
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #501
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #502
Dynamics-inspired Neuromorphic Visual Representation Learning
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #505
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #506
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #507
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #521
Revisiting Structured Variational Autoencoders
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #529
Sketch-Flip-Merge: Mergeable Sketches for Private Distinct Counting
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #601
Scaling Laws for Reward Model Overoptimization
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #602
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #603
Benign Overfitting in Deep Neural Networks under Lazy Training
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #604
Gradient Descent Converges Linearly for Logistic Regression on Separable Data
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #611
Online Platt Scaling with Calibeating
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #614
Pretraining Language Models with Human Preferences
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #615
Improving Bi-level Optimization Based Methods with Inspiration from Humans' Classroom Study Techniques
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #618
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #619
Learning Antidote Data to Individual Unfairness
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #622
Coordinate Descent Methods for Fractional Minimization
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #629
Transformers Learn In-Context by Gradient Descent
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #630
Robust Explanation for Free or At the Cost of Faithfulness
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #638
Returning The Favour: When Regression Benefits From Probabilistic Causal Knowledge
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #706
Learning Hidden Markov Models When the Locations of Missing Observations are Unknown
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #707
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #711
Understanding Plasticity in Neural Networks
Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #720
Are Equivariant Equilibrium Approximators Beneficial?
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #724
From Adaptive Query Release to Machine Unlearning
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #725
Brauer's Group Equivariant Neural Networks
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #733
CLUSTSEG: Clustering for Universal Segmentation
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #734
Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #742
Statistical Inference and A/B Testing for First-Price Pacing Equilibria
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #801
Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime
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Poster
Wed Jul 26 05:00 PM -- 06:30 PM (PDT) @ Exhibit Hall 1 #804
Propensity Matters: Measuring and Enhancing Balancing for Recommendation
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