Search All 2022 Events
 

12 Results

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Workshop
Revisiting Attention Weights as Explanations from an Information Theoretic Perspective
Bingyang Wen · Koduvayur (Suba) Subbalakshmi · Fan Yang
Poster
Tue 14:00 Trading off Utility, Informativeness, and Complexity in Emergent Communication
Mycal Tucker · Roger Levy · Julie Shah · Noga Zaslavsky
Workshop
Characterizing information loss in a chaotic double pendulum with the Information Bottleneck
Kieran Murphy · Danielle S Bassett
Workshop
The Information Bottleneck Principle in Corporate Hierarchies
Cameron Gordon
Workshop
Successive Refinement and Coarsening of the Information Bottleneck
Hippolyte Charvin · Daniel Polani · Nicola Catenacci Volpi
Poster
Thu 9:00 Iterative Structural Inference of Directed Graphs
Aoran Wang · Jun Pang
Poster
Natural image synthesis for the retina with variational information bottleneck representation
Babak Rahmani · Demetri Psaltis · Christophe Moser
Poster
Wed 14:00 Contrastive Graph Structure Learning via Information Bottleneck for Recommendation
Chunyu Wei · Jian Liang · Di Liu · Fei Wang
Workshop
Information Bottleneck for Multi-Task LSTMs
Bradley Baker · Noah Lewis · Debbrata Kumar Saha · Md Abdur Rahaman · Sergey Plis · Vince Calhoun
Poster
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality
Vudtiwat Ngampruetikorn · David Schwab
Workshop
Sat 6:30 Contributed talk: Kieran Murphy, "Characterizing information loss in a chaotic double pendulum with the Information Bottleneck"
Kieran Murphy · Siddharth Mishra-Sharma
Poster
Thu 14:00 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro LiĆ³ · Mateja Jamnik