Search All 2022 Events
 

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