2024 "conditional mutual information" Papers

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An Information Theoretic Approach to Interaction-Grounded Learning

Xiaoyan Hu, Farzan Farnia, Ho-fung Leung

ICML 2024posterarXiv:2401.05015

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai et al.

AAAI 2024paperarXiv:2312.09758
4
citations

Information Complexity of Stochastic Convex Optimization: Applications to Generalization, Memorization, and Tracing

Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam et al.

ICML 2024poster