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Affinity Event
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Fairness Before Fitting: Mutual Information Based Criteria for Task Level Fairness
Surbhi Rathore · Sarah Brown
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Workshop
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Information-Theoretic Generalization Bounds for Batch Reinforcement Learning
Xingtu Liu
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Poster
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Wed 11:00
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A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
Kyungeun Lee · Wonjong Rhee
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Workshop
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Data-Efficient Variational Mutual Information Estimation via Bayesian Self-Consistency
Desi R Ivanova · Marvin Schmitt · Stefan Radev
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Poster
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Wed 11:00
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Approximating mutual information of high-dimensional variables using learned representations
Gokul Gowri · Xiaokang Lun · Allon Klein · Peng Yin
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Poster
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Thu 16:30
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Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
Xuehui Yu · Mhairi Dunion · Xin Li · Stefano Albrecht
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Poster
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Fri 11:00
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Mutual Information Estimation via f-Divergence and Data Derangements
Nunzio Alexandro Letizia · Nicola Novello · Andrea M Tonello
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Poster
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Wed 16:30
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Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference
Lin Duan · Jingwei Sun · Jinyuan Jia · Yiran Chen · Maria Gorlatova
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Poster
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Thu 11:00
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Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
Ziyu Shan · Yujie Zhang · Yipeng Liu · YILING XU
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Workshop
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Can a MISL Fly? Analysis and Ingredients for Mutual Information Skill Learning
Chongyi Zheng · Jens Tuyls · Joanne Peng · Benjamin Eysenbach
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Poster
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Fri 16:30
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Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
Jan-Philipp Fraenken · Eric Zelikman · Rafael Rafailov · Kanishk Gandhi · Tobias Gerstenberg · Noah Goodman
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Poster
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Thu 16:30
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Mutual Information Estimation via Normalizing Flows
Ivan Butakov · Aleksandr Tolmachev · Sofia Malanchuk · Anna Neopryatnaya · Alexey Frolov
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