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Workshop
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Machine Learning Explainability from an Information-theoretic Perspective
Debargha Ganguly · Debayan Gupta
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Workshop
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Information-theoretic analysis of disfluencies in speech
Shiva Upadhye · Richard Futrell
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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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Workshop
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A unified information-theoretic model of EEG signatures of human language processing
Jiaxuan Li · Richard Futrell
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Workshop
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Information-theoretic Neural Decoding Reproduces Several Laws of Human Behavior
S. Thomas Christie · Paul R Schrater
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Workshop
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An information-theoretic perspective on intrinsic motivation in reinforcement learning
Arthur Aubret · Laetitia Matignon · Salima Hassas
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Workshop
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Sat 11:30
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Information-Theoretic Methods in the Study of the Lexicon
Ryan Cotterell
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Poster
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Tue 14:00
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Information-Theoretic Safe Exploration with Gaussian Processes
Alessandro Bottero · Carlos Luis · Julia Vinogradska · Felix Berkenkamp · Jan Peters
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Poster
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Tue 14:00
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Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
Yifei Wang · Tavor Baharav · Yanjun Han · Jiantao Jiao · David Tse
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Workshop
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Sat 9:00
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Information-theoretic Neural Decoding Reproduces Several Laws of Human Behavior
S. Thomas Christie · Paul R Schrater
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Poster
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Joint Entropy Search for Multi-Objective Bayesian Optimization
Ben Tu · Axel Gandy · Nikolas Kantas · Behrang Shafei
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Workshop
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Sat 6:30
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Information-Theoretic Principles in Cognitive Systems
Noga Zaslavsky · Mycal Tucker · Sarah Marzen · Irina Higgins · Stephanie Palmer · Samuel J Gershman
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