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