Poster

Tue 14:00

Beyond the Best: Distribution Functional Estimation in Infinite-Armed Bandits
Yifei Wang · Tavor Baharav · Yanjun Han · Jiantao Jiao · David Tse

Workshop

Machine Learning Explainability from an Information-theoretic Perspective
Debargha Ganguly · Debayan Gupta

Workshop

Information-theoretic analysis of disfluencies in speech
Shiva Upadhye · Richard Futrell

Poster

Tue 14:00

Submodular Maximization in Clean Linear Time
Wenxin Li · Moran Feldman · Ehsan Kazemi · Amin Karbasi

Workshop

Challenges and Approaches to an Information-Theoretic Framework for the Analysis of Embodied Cognitive Systems
Madhavun Candadai · Eduardo Izquierdo

Workshop

A unified information-theoretic model of EEG signatures of human language processing
Jiaxuan Li · Richard Futrell

Workshop

Information-theoretic Neural Decoding Reproduces Several Laws of Human Behavior
S. Thomas Christie · Paul R Schrater

Workshop

An information-theoretic perspective on intrinsic motivation in reinforcement learning
Arthur Aubret · Laetitia Matignon · Salima Hassas

Workshop

Sat 11:30

Information-Theoretic Methods in the Study of the Lexicon
Ryan Cotterell

Poster

Tue 14:00

Information-Theoretic Safe Exploration with Gaussian Processes
Alessandro Bottero · Carlos Luis · Julia Vinogradska · Felix Berkenkamp · Jan Peters

Workshop

Sat 9:00

Information-theoretic Neural Decoding Reproduces Several Laws of Human Behavior
S. Thomas Christie · Paul R Schrater

Poster

Joint Entropy Search for Multi-Objective Bayesian Optimization
Ben Tu · Axel Gandy · Nikolas Kantas · Behrang Shafei