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22 Results
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Poster
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Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning Riashat Islam · Hongyu Zang · Anirudh Goyal · Alex Lamb · Kenji Kawaguchi · Xin Li · Romain Laroche · Yoshua Bengio · Remi Tachet des Combes |
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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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Tue 14:00 |
Trading off Utility, Informativeness, and Complexity in Emergent Communication Mycal Tucker · Roger Levy · Julie Shah · Noga Zaslavsky |
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Poster
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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 Lió · Mateja Jamnik |
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Poster
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Tue 14:00 |
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning Aniket Didolkar · Kshitij Gupta · Anirudh Goyal · Nitesh Bharadwaj Gundavarapu · Alex Lamb · Nan Rosemary Ke · Yoshua Bengio |
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Poster
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Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality Vudtiwat Ngampruetikorn · David Schwab |
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Poster
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Thu 9:00 |
Iterative Structural Inference of Directed Graphs Aoran Wang · Jun Pang |
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Poster
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Wed 14:00 |
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation Chunyu Wei · Jian Liang · Di Liu · Fei Wang |
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Poster
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Wed 14:00 |
Addressing Leakage in Concept Bottleneck Models Marton Havasi · Sonali Parbhoo · Finale Doshi-Velez |
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Workshop
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The Information Bottleneck Principle in Corporate Hierarchies Cameron Gordon |
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Workshop
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Interactive Concept Bottleneck Models Kushal Chauhan · Rishabh Tiwari · Jan Freyberg · Pradeep Shenoy · Krishnamurthy Dvijotham |
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Workshop
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A Closer Look at the Intervention Procedure of Concept Bottleneck Models Sungbin Shin · Yohan Jo · Sungsoo Ahn · Namhoon Lee |