2024 "information-theoretic analysis" Papers

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An Information-Theoretic Analysis of In-Context Learning

Hong Jun Jeon, Jason Lee, Qi Lei et al.

ICML 2024posterarXiv:2401.15530

Asymmetry in Low-Rank Adapters of Foundation Models

Jiacheng Zhu, Kristjan Greenewald, Kimia Nadjahi et al.

ICML 2024posterarXiv:2402.16842

Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective

Yuxin Dong, Tieliang Gong, Hong Chen et al.

ICML 2024poster