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160 Results
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Poster
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Thu 16:30 |
Explaining Reinforcement Learning with Shapley Values Daniel Beechey · Thomas M. S. Smith · Özgür Şimşek |
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Poster
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Tue 14:00 |
Inflow, Outflow, and Reciprocity in Machine Learning Mukund Sundararajan · Walid Krichene |
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Poster
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Tue 17:00 |
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning Christopher Choquette-Choo · Hugh B McMahan · J K Rush · Abhradeep Guha Thakurta |
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Invited Talk
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Tue 19:00 |
Machine Learning with Social Purpose Shakir Mohamed |
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Poster
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Wed 17:00 |
Forget Unlearning: Towards True Data-Deletion in Machine Learning Rishav Chourasia · Neil Shah |
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Oral
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Wed 19:48 |
Inflow, Outflow, and Reciprocity in Machine Learning Mukund Sundararajan · Walid Krichene |
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Workshop
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Sat 12:00 |
Duality Principles for Modern Machine Learning Thomas Moellenhoff · Zelda Mariet · Mathieu Blondel · Khan Emtiyaz |
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Poster
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Thu 16:30 |
Algorithmic Collective Action in Machine Learning Moritz Hardt · Eric Mazumdar · Celestine Mendler-Dünner · Tijana Zrnic |
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Poster
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Tue 17:00 |
Selective Machine Learning of the Average Treatment Effect with an Invalid Instrumental Variable Baoluo Sun · Yifan Cui · Eric Tchetgen Tchetgen |
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Workshop
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An interpretable data augmentation framework for improving generative modeling of synthetic clinical trial data Afrah Shafquat · Mandis Beigi · Chufan Gao · Jason Mezey · Jimeng Sun · Jacob Aptekar |
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Poster
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Wed 17:00 |
Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions Alicia Curth · Alihan Hüyük · Mihaela van der Schaar |
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Poster
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Tue 17:00 |
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems Chawin Sitawarin · Florian Tramer · Nicholas Carlini |