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160 Results
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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 |
Effectively Using Public Data in Privacy Preserving Machine Learning Milad Nasresfahani · Saeed Mahloujifar · Xinyu Tang · Prateek Mittal · Amir Houmansadr |
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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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Workshop
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Fri 12:00 |
2nd Annual Workshop on Topology, Algebra, and Geometry in Machine Learning (TAG-ML) Tegan Emerson · Henry Kvinge · Tim Doster · Bastian Rieck · Sophia Sanborn · Nina Miolane · Mathilde Papillon |
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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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Workshop
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Cosmological Data Compression and Inference with Self-Supervised Machine Learning Aizhan Akhmetzhanova · Siddharth Mishra-Sharma · Cora Dvorkin |
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Workshop
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Sat 13:30 |
The pulse of ethical machine learning and health Marzyeh Ghassemi |
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Poster
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Thu 16:30 |
Towards Quantum Machine Learning for Constrained Combinatorial Optimization: a Quantum QAP Solver Xinyu Ye · Ge Yan · Junchi Yan |
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Poster
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Thu 16:30 |
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines Siyuan Chen · Pratik Fegade · Tianqi Chen · Phillip Gibbons · Todd Mowry |
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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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Workshop
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Fri 17:20 |
MLSMM: Machine Learning Security Maturity Model Felix Jedrzejewski · Davide Fucci · Oleksandr Adamov |