"information-theoretic perspective" Papers

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A Unifying Information-theoretic Perspective on Evaluating Generative Models

Alexis Fox, Samarth Swarup, Abhijin Adiga

AAAI 2025paperarXiv:2412.14340

Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning

Chen Qian, Dongrui Liu, Hao Wen et al.

NEURIPS 2025arXiv:2506.02867
24
citations

Information-Theoretic Reward Decomposition for Generalizable RLHF

Liyuan Mao, Haoran Xu, Amy Zhang et al.

NEURIPS 2025arXiv:2504.06020
3
citations

Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework

Haonan Huang, Guoxu Zhou, Yanghang Zheng et al.

ICML 2024

Bottleneck-Minimal Indexing for Generative Document Retrieval

Xin Du, Lixin Xiu, Kumiko Tanaka-Ishii

ICML 2024arXiv:2405.10974
2
citations