"conditional mutual information" Papers

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Asymmetric Reinforcing Against Multi-Modal Representation Bias

Xiyuan Gao, Bing Cao, Pengfei Zhu et al.

AAAI 2025paperarXiv:2501.01240

BANGS: Game-theoretic Node Selection for Graph Self-Training

Fangxin Wang, Kay Liu, Sourav Medya et al.

ICLR 2025arXiv:2410.09348

Conditional Diffusion Models Based Conditional Independence Testing

Yanfeng Yang, Shuai Li, Yingjie Zhang et al.

AAAI 2025paperarXiv:2412.11744

Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs

Hao Fang, Changle Zhou, Jiawei Kong et al.

NEURIPS 2025arXiv:2505.19678

On Group Sufficiency Under Label Bias

Haoran Zhang, Olawale Salaudeen, Marzyeh Ghassemi

ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection

Tao Yin, Shaochen Fu, Zhibin Zhang et al.

NEURIPS 2025oralarXiv:2509.24414

An Information Theoretic Approach to Interaction-Grounded Learning

Xiaoyan Hu, Farzan Farnia, Ho-fung Leung

ICML 2024arXiv: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

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

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