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Workshop
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Revisiting Attention Weights as Explanations from an Information Theoretic Perspective
Bingyang Wen · Koduvayur (Suba) Subbalakshmi · Fan Yang
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Workshop
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Characterizing information loss in a chaotic double pendulum with the Information Bottleneck
Kieran Murphy · Danielle S Bassett
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Poster
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Tue 14:00
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Trading off Utility, Informativeness, and Complexity in Emergent Communication
Mycal Tucker · Roger Levy · Julie Shah · Noga Zaslavsky
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Workshop
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The Information Bottleneck Principle in Corporate Hierarchies
Cameron Gordon
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Poster
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Thu 9:00
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Iterative Structural Inference of Directed Graphs
Aoran Wang · Jun Pang
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Workshop
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Successive Refinement and Coarsening of the Information Bottleneck
Hippolyte Charvin · Daniel Polani · Nicola Catenacci Volpi
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Poster
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Thu 14:00
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Generic bounds on the approximation error for physics-informed (and) operator learning
Tim De Ryck · Siddhartha Mishra
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Poster
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Wed 14:00
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An Analysis of Ensemble Sampling
Chao Qin · Zheng Wen · Xiuyuan Lu · Benjamin Van Roy
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Poster
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Thu 9:00
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Physics-Informed Implicit Representations of Equilibrium Network Flows
Kevin D. Smith · Francesco Seccamonte · Ananthram Swami · Francesco Bullo
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Poster
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Natural image synthesis for the retina with variational information bottleneck representation
Babak Rahmani · Demetri Psaltis · Christophe Moser
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Poster
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Wed 14:00
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Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
Fredrik Hellström · Giuseppe Durisi
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Poster
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Thu 9:00
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Relational Proxies: Emergent Relationships as Fine-Grained Discriminators
ABHRA CHAUDHURI · Massimiliano Mancini · Zeynep Akata · Anjan Dutta
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