Workshop
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Information-theoretic analysis of disfluencies in speech
Shiva Upadhye · Richard Futrell
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Poster
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Thu 9:00
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Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits
Gergely Neu · Iuliia Olkhovskaia · Matteo Papini · Ludovic Schwartz
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Workshop
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Challenges and Approaches to an Information-Theoretic Framework for the Analysis of Embodied Cognitive Systems
Madhavun Candadai · Eduardo Izquierdo
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Poster
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Tue 9:00
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Theoretical analysis of deep neural networks for temporally dependent observations
Mingliang Ma · Abolfazl Safikhani
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Poster
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Thu 9:00
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Not too little, not too much: a theoretical analysis of graph (over)smoothing
Nicolas Keriven
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Poster
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Task-Free Continual Learning via Online Discrepancy Distance Learning
Fei Ye · Adrian G. Bors
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Poster
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Tue 14:00
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Surprising Instabilities in Training Deep Networks and a Theoretical Analysis
Yuxin Sun · DONG LAO · Ganesh Sundaramoorthi · Anthony Yezzi
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Poster
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Tue 14:00
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Understanding the Generalization Benefit of Normalization Layers: Sharpness Reduction
Kaifeng Lyu · Zhiyuan Li · Sanjeev Arora
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