ICML

Model Fusion with Kullback–Leibler Divergence

Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing

Curvature-corrected learning dynamics in deep neural networks

Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case

Linear Mode Connectivity and The Lottery Ticket Hypothesis

Two Simple Ways to Learn Individual Fairness Metrics from Data

Do GANs always have Nash equilibria?

Causal structure discovery from distributions arising from mixtures of DAGs

Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions

Neural Network Control Policy Verification with Persistent Adversarial Perturbations

Fair Selective Classification Via Sufficiency

AGENT: A Benchmark for Core Psychological Reasoning

Global Prosody Style Transfer Without Text Transcriptions

Auto-NBA: Efficient and Effective Search Over The Joint Space of Networks, Bitwidths, and Accelerators

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?

Outlier-Robust Optimal Transport

Adversarial Option-Aware Hierarchical Imitation Learning

Bio-Inspired Hashing for Unsupervised Similarity Search