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Poster
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Mon 10:30 |
Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space. Seyed Omid Davoudi · Majid Komeili |
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Poster
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Mon 10:30 |
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals Asma Ghandeharioun · Been Kim · Chun-Liang Li · Brendan Jou · Brian Eoff · Rosalind Picard |
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Workshop
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Fri 14:50 |
An interpretable machine learning model for advancing terrestrial ecosystem predictions Dan Lu · Daniel Ricciuto · Siyan Liu |
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Workshop
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Fri 5:52 |
Emergent communication in human-machine games Nicolo Brandizzi · Luca Iocchi |
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Poster
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Mon 2:30 |
Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning Yatao Bian · Yu Rong · Tingyang Xu · Jiaxiang Wu · Andreas Krause · Junzhou Huang |
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Oral
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Tue 2:15 |
Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion Kohei Miyaguchi · Takayuki Katsuki · Akira Koseki · Toshiya Iwamori |
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Workshop
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Fri 5:45 |
GroundedML: Anchoring Machine Learning in Classical Algorithmic Theory Perouz Taslakian · Pierre-André Noël · David Vazquez · Jian Tang · Xavier Bresson |
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Spotlight
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Tue 10:30 |
POETREE: Interpretable Policy Learning with Adaptive Decision Trees Alizée Pace · Alex Chan · Mihaela van der Schaar |
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Poster
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Tue 10:30 |
Provably Robust Adversarial Examples Dimitar I. Dimitrov · Gagandeep Singh · Timon Gehr · Martin Vechev |
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Invited Talk
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Tue 17:00 |
‘Affordances’ for Machine Learning Jenny Davis |
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Poster
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Tue 10:30 |
POETREE: Interpretable Policy Learning with Adaptive Decision Trees Alizée Pace · Alex Chan · Mihaela van der Schaar |
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Poster
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Tue 10:30 |
Fairness Guarantees under Demographic Shift Stephen Giguere · Blossom Metevier · Bruno Silva · Yuriy Brun · Philip Thomas · Scott Niekum |