2024 "information bottleneck principle" Papers

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Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics

Xinyu Zhang, Wenjie Qiu, Yi-Chen Li et al.

ICML 2024poster

Deep Regression Representation Learning with Topology

Shihao Zhang, Kenji Kawaguchi, Angela Yao

ICML 2024poster

Drug Discovery with Dynamic Goal-aware Fragments

Seul Lee, Seanie Lee, Kenji Kawaguchi et al.

ICML 2024poster

Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics

Ankit Vani, Frederick Tung, Gabriel Oliveira et al.

ICML 2024poster

TimeX++: Learning Time-Series Explanations with Information Bottleneck

Zichuan Liu, Tianchun Wang, Jimeng Shi et al.

ICML 2024poster