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148 Results
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Poster
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Tue 17:00 |
Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning Yuxin Tang · Zhimin Ding · Dimitrije Jankov · Binhang Yuan · Daniel Bourgeois · Chris Jermaine |
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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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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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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 |
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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Tue 17:00 |
Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems Chawin Sitawarin · Florian Tramer · Nicholas Carlini |
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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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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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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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Oral
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Wed 20:12 |
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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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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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 |