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Workshop
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Sat 13:50
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Towards Information Theory-Based Discovery of Equivariances
Hippolyte Charvin
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Workshop
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Towards Information Theory-Based Discovery of Equivariances
Hippolyte Charvin · Nicola Catenacci Volpi · Daniel Polani
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Workshop
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Fri 9:10
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Information Theory for Representation Learning
Alemi
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Poster
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Tue 8:45
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A unified framework for information-theoretic generalization bounds
Yifeng Chu · Maxim Raginsky
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Poster
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Wed 8:45
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Time-Independent Information-Theoretic Generalization Bounds for SGLD
Futoshi Futami · Masahiro Fujisawa
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Poster
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Thu 8:45
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Information Theoretic Lower Bounds for Information Theoretic Upper Bounds
Roi Livni
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Workshop
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Two Facets of SDE Under an Information-Theoretic Lens: Generalization of SGD via Training Trajectories and via Terminal States
Ziqiao Wang · Yongyi Mao
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Poster
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Tue 8:45
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Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints
Jayadev Acharya · Clément L Canonne · Ziteng Sun · Himanshu Tyagi
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Poster
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Thu 8:45
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Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds
Ziqiao Wang · Yongyi Mao
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Poster
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Wed 8:45
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On Slicing Optimality for Mutual Information
Ammar Fayad · Majd Ibrahim
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Poster
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Wed 8:45
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L2-Uniform Stability of Randomized Learning Algorithms: Sharper Generalization Bounds and Confidence Boosting
Xiaotong Yuan · Ping Li
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Workshop
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Modeling habituation in infants and adults using rational curiosity over perceptual embeddings
Gal Raz · Anjie Cao · Rebecca Saxe · Michael C Frank
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