Schedule

Poster Organization 

Hanging posters (please hang your poster)

Opening remarks 

Noga Zaslavsky

The Physics of Science (Invited talk)

Karl Friston

States as goal-directed concepts: an epistemic approach to state-representation learning (Contributed talk) 

Nadav Amir, Yael Niv, Angela Langdon

Human Information Processing in Complex Networks (Invited talk)

Dani S. Bassett

Discrete, compositional, and symbolic representations through attractor dynamics (Contributed talk) 

Andrew Nam, Eric Elmoznino, Nikolay Malkin, Chen Sun, Yoshua Bengio, Guillaume Lajoie

Resource-rational prediction in real and artificial neural networks (Invited talk) 

Sarah Marzen

Lossy Compression and the Granularity of Causal Representation (Contributed talk)

David Kinney, Tania Lombrozo

Information Theory for Representation Learning (Invited talk) 

Alexander A. Alemi

Poster spotlights

What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration,  Alison Gopnik · Pieter Abbeel · Maria Rufova · Alyssa L Dayan · Eliza Kosoy · Yuqing Du
Active Vision with Predictive Coding and Uncertainty Minimization,  Abdelrahman Sharafeldin · Nabil Imam · Hannah Choi
Natural Language Systematicity from a Constraint on Excess Entropy,  Richard Futrell
The Perception-Uncertainty Tradeoff in Generative Restoration Models,  Regev Cohen · Ehud Rivlin · Daniel Freedman
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations, Rylan Schaeffer · Berivan Isik · Victor Lecomte · Mikail Khona · Yann LeCun · Andrey Gromov · Ravid Shwartz-Ziv · Sanmi Koyejo
Cognitive Information Filters: Algorithmic Choice Architecture for Boundedly Rational Choosers, Stefan Bucher · Peter Dayan 

An information perspective on language, cumulative culture, and human uniqueness (Invited talk)

Noah Goodman

Information theoretic study of the neural geometry induced by category learning (Contributed talk) 

Laurent BONNASSE-GAHOT, Jean-Pierre Nadal

Clustering and phase transitions in self-attention dynamics (Invited talk) 

Yury Polyanskiy

Information-Theoretic Generalization Error Bound of Deep Neural Networks (Contributed talk)

Haiyun He, Christina Yu, Ziv Goldfeld

Closing remarks

Poster Organization

Removing posters (please remove your poster)