Sat 6:30 a.m. - 6:40 a.m.
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Opening Remarks
(
Opening Remarks
)
>
SlidesLive Video
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Noga Zaslavsky
🔗
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Sat 6:40 a.m. - 7:10 a.m.
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How behavioral and evolutionary constraints sculpt early visual processing
(
Invited talk
)
>
SlidesLive Video
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Stephanie Palmer
🔗
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Sat 7:10 a.m. - 7:18 a.m.
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Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
(
Oral
)
>
link
SlidesLive Video
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James Gornet · Matt Thomson
🔗
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Sat 7:20 a.m. - 7:50 a.m.
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Information-based exploration under active inference
(
Invited talk
)
>
SlidesLive Video
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Noor Sajid
🔗
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Sat 7:50 a.m. - 7:58 a.m.
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Compression supports low-dimensional representations of behavior across neural circuits
(
Oral
)
>
link
SlidesLive Video
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Dale Zhou · Jason Kim · Adam Pines · Valerie Sydnor · David Roalf · John Detre · Ruben Gur · Raquel Gur · Theodore Satterthwaite · Danielle S Bassett
🔗
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Sat 8:00 a.m. - 8:30 a.m.
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Coffee Break + Posters
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🔗
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Sat 8:30 a.m. - 9:00 a.m.
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Information theory, learning, & hyperbolic geometry in neural representations in the hippocampus
(
Invited talk
)
>
SlidesLive Video
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Tatyana Sharpee
🔗
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Sat 9:00 a.m. - 9:08 a.m.
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Information-theoretic Neural Decoding Reproduces Several Laws of Human Behavior
(
Oral
)
>
link
SlidesLive Video
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S. Thomas Christie · Paul R Schrater
🔗
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Sat 9:10 a.m. - 9:40 a.m.
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Information is not enough
(
Invited talk
)
>
SlidesLive Video
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Chris Sims
🔗
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Sat 9:40 a.m. - 9:43 a.m.
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Generalization and Translatability in Emergent Communication via Informational Constraints
(
Spotlight
)
>
link
SlidesLive Video
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Mycal Tucker · Roger Levy · Julie A Shah · Noga Zaslavsky
🔗
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Sat 9:43 a.m. - 9:46 a.m.
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Generalizing with overly complex representations
(
Spotlight
)
>
link
SlidesLive Video
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Marina Dubova
🔗
|
Sat 9:46 a.m. - 9:49 a.m.
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On the informativeness of supervision signals
(
Spotlight
)
>
link
SlidesLive Video
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Ilia Sucholutsky · Raja Marjieh · Tom Griffiths
🔗
|
Sat 9:49 a.m. - 9:52 a.m.
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A Theory of Unsupervised Translation for Understanding Animal Communication
(
Spotlight
)
>
link
SlidesLive Video
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Shafi Goldwasser · David Gruber · Adam Kalai · Orr Paradise
🔗
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Sat 9:52 a.m. - 9:55 a.m.
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Chunking Space and Time with Information Geometry
(
Spotlight
)
>
link
SlidesLive Video
|
Tim Verbelen · Daria de Tinguy · Pietro Mazzaglia · Ozan Catal · Adam Safron
🔗
|
Sat 9:55 a.m. - 9:58 a.m.
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The more human-like the language model, the more surprisal is the best predictor of N400 amplitude
(
Spotlight
)
>
link
SlidesLive Video
|
James Michaelov · Benjamin Bergen
🔗
|
Sat 10:00 a.m. - 11:30 a.m.
|
Lunch Break
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🔗
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Sat 11:30 a.m. - 12:00 p.m.
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Information-Theoretic Methods in the Study of the Lexicon
(
Invited talk
)
>
SlidesLive Video
|
Ryan Cotterell
🔗
|
Sat 12:00 p.m. - 12:08 p.m.
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A (dis-)information theory of revealed and unrevealed preferences
(
Oral
)
>
link
SlidesLive Video
|
Nitay Alon · Lion Schulz · Peter Dayan · Jeffrey S Rosenschein
🔗
|
Sat 12:10 p.m. - 12:40 p.m.
|
Information-Constrained Coordination of Economic Behavior
(
Invited talk
)
>
SlidesLive Video
|
Michael Woodford
🔗
|
Sat 12:40 p.m. - 1:30 p.m.
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Poster Session + Coffee Break
(
Poster Session
)
>
|
🔗
|
Sat 1:30 p.m. - 2:00 p.m.
|
Hourglass Emergence
(
Invited talk
)
>
SlidesLive Video
|
Jessica Flack
🔗
|
Sat 2:00 p.m. - 2:55 p.m.
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Panel Discussion: The Bandwagon Revisited
(
Discussion Panel
)
>
SlidesLive Video
|
Michael Woodford · Noor Sajid · Chris Sims · Jessica Flack · Ryan Cotterell
🔗
|
Sat 2:55 p.m. - 3:00 p.m.
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Closing Remarks
(
Closing Remarks
)
>
SlidesLive Video
|
Samuel J Gershman
🔗
|
-
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Successive Refinement and Coarsening of the Information Bottleneck
(
Poster
)
>
link
SlidesLive Video
|
Hippolyte Charvin · Daniel Polani · Nicola Catenacci Volpi
🔗
|
-
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Shannon Information of Synaptic Weights Post Induction of Long-Term Potentiation (Learning) is Nearly Maximized
(
Poster
)
>
link
SlidesLive Video
|
12 presenters
Mohammad Samavat · Tom Bartol · Cailey Bromer · Jared Bowden · Dusten Hubbard · Dakota Hanka · Masaaki Kuwajima · John Mendenhall · Patrick Parker · Wickliffe Abraham · Kristen Harris · Terrence Sejnowski
🔗
|
-
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Relaxing the Kolmogorov Structure Function for Realistic Computational Constraints
(
Poster
)
>
link
|
Yoonho Lee · Chelsea Finn · Stefano Ermon
🔗
|
-
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Using Shannon Information to Probe the Precision of Synaptic Strengths
(
Poster
)
>
link
SlidesLive Video
|
Mohammad Samavat · Tom Bartol · Kristen Harris · Terrence Sejnowski
🔗
|
-
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Learning the Feedback Connections from V1 to LGN via Information Maximization
(
Poster
)
>
link
SlidesLive Video
|
Reza Eghbali · Fritz Sommer · Murray Sherman
🔗
|
-
|
Explicitly Nonlinear Connectivity-Matrix Independent Component Analysis in Resting fMRI Data
(
Poster
)
>
link
SlidesLive Video
|
Sara Motlaghian
🔗
|
-
|
Challenges and Approaches to an Information-Theoretic Framework for the Analysis of Embodied Cognitive Systems
(
Poster
)
>
link
|
Madhavun Candadai · Eduardo Izquierdo
🔗
|
-
|
Directed Information for Point Process Systems
(
Poster
)
>
link
SlidesLive Video
|
Shailaja Akella · Andre Bastos · Jose C Principe
🔗
|
-
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When to choose: The role of information seeking in the speed-accuracy tradeoff
(
Poster
)
>
link
SlidesLive Video
|
Javier Alejandro MasÃs Obando · David Melnikoff · Lisa Feldman Barrett · Jonathan D Cohen
🔗
|
-
|
Behavioral Engagement and Manifold Representation in the Hippocampus: Evidence from the Mutual Information of Population Encoding and Location
(
Poster
)
>
link
SlidesLive Video
|
Shagesh Sridharan · Anirvan Sengupta
🔗
|
-
|
On Narrative Information and the Distillation of Stories
(
Poster
)
>
link
SlidesLive Video
|
Dylan Ashley · Vincent Herrmann · Zachary Friggstad · Jürgen Schmidhuber
🔗
|
-
|
Compressed information is all you need: unifying intrinsic motivations and representation learning
(
Poster
)
>
link
SlidesLive Video
|
Arthur Aubret · Mathieu Lefort · Céline Teulière · Laetitia Matignon · Salima Hassas · Jochen Triesch
🔗
|
-
|
Machine Learning Explainability from an Information-theoretic Perspective
(
Poster
)
>
link
SlidesLive Video
|
Debargha Ganguly · Debayan Gupta
🔗
|
-
|
How Predictive Minds Explain and Control Dynamical Systems
(
Poster
)
>
link
SlidesLive Video
|
Roman Tikhonov · Sarah Marzen · Simon DeDeo
🔗
|
-
|
A unified information-theoretic model of EEG signatures of human language processing
(
Poster
)
>
link
SlidesLive Video
|
Jiaxuan Li · Richard Futrell
🔗
|
-
|
Efficient coding explains neural response homeostasis and stimulus-specific adaptation
(
Poster
)
>
link
SlidesLive Video
|
Edward Young · Yashar Ahmadian
🔗
|
-
|
An information-theoretic perspective on intrinsic motivation in reinforcement learning
(
Poster
)
>
link
SlidesLive Video
|
Arthur Aubret · Laetitia Matignon · Salima Hassas
🔗
|
-
|
The Information Bottleneck Principle in Corporate Hierarchies
(
Poster
)
>
link
SlidesLive Video
|
Cameron Gordon
🔗
|
-
|
Information-theoretic analysis of disfluencies in speech
(
Poster
)
>
link
SlidesLive Video
|
Shiva Upadhye · Richard Futrell
🔗
|
-
|
Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
(
Poster
)
>
link
SlidesLive Video
|
Kenzo Clauw · Daniele Marinazzo · Sebastiano Stramaglia
🔗
|
-
|
Information Bottleneck for Multi-Task LSTMs
(
Poster
)
>
link
|
Bradley Baker · Noah Lewis · Debbrata Kumar Saha · Md Abdur Rahaman · Sergey Plis · Vince Calhoun
🔗
|
-
|
Bayesian Oracle for bounding information gain in neural encoding models
(
Poster
)
>
link
SlidesLive Video
|
Konstantin-Klemens Lurz · Mohammad Bashiri · Fabian Sinz
🔗
|
-
|
On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning
(
Poster
)
>
link
|
Dilip Arumugam · Mark Ho · Noah Goodman · Benjamin Van Roy
🔗
|
-
|
Similarity-preserving Neural Networks from GPLVM and Information Theory
(
Poster
)
>
link
SlidesLive Video
|
Yanis Bahroun · Atithi Acharya · Dmitri Chklovskii · Anirvan Sengupta
🔗
|
-
|
Learning in Factored Domains with Information-Constrained Visual Representations
(
Poster
)
>
link
SlidesLive Video
|
Tyler Malloy · Chris Sims · Tim Klinger · Matthew Riemer · Miao Liu · Gerald Tesauro
🔗
|
-
|
There Are Fewer Facts Than Words: Communication With A Growing Complexity
(
Poster
)
>
link
SlidesLive Video
|
Lukasz Debowski
🔗
|
-
|
Generalizing with overly complex representations
(
Poster
)
>
link
|
Marina Dubova
🔗
|
-
|
Generalization and Translatability in Emergent Communication via Informational Constraints
(
Poster
)
>
link
|
Mycal Tucker · Roger Levy · Julie A Shah · Noga Zaslavsky
🔗
|
-
|
On the informativeness of supervision signals
(
Poster
)
>
link
|
Ilia Sucholutsky · Raja Marjieh · Tom Griffiths
🔗
|
-
|
Neural networks learn an environment's geometry in latent space by performing predictive coding on visual scenes
(
Poster
)
>
link
|
James Gornet · Matt Thomson
🔗
|
-
|
Chunking Space and Time with Information Geometry
(
Poster
)
>
link
|
Tim Verbelen · Daria de Tinguy · Pietro Mazzaglia · Ozan Catal · Adam Safron
🔗
|
-
|
Information-theoretic Neural Decoding Reproduces Several Laws of Human Behavior
(
Poster
)
>
link
|
S. Thomas Christie · Paul R Schrater
🔗
|
-
|
Compression supports low-dimensional representations of behavior across neural circuits
(
Poster
)
>
link
|
Dale Zhou · Jason Kim · Adam Pines · Valerie Sydnor · David Roalf · John Detre · Ruben Gur · Raquel Gur · Theodore Satterthwaite · Danielle S Bassett
🔗
|
-
|
The more human-like the language model, the more surprisal is the best predictor of N400 amplitude
(
Poster
)
>
link
|
James Michaelov · Benjamin Bergen
🔗
|
-
|
A (dis-)information theory of revealed and unrevealed preferences
(
Poster
)
>
link
|
Nitay Alon · Lion Schulz · Peter Dayan · Jeffrey S Rosenschein
🔗
|