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177 Results
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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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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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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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Workshop
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Predicting Properties of Amorphous Solids with Graph Network Potentials Muratahan Aykol · Jennifer Wei · Simon Batzner · Amil Merchant · Ekin Dogus Cubuk |
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Poster
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Thu 16:30 |
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation Xavier Garcia · Yamini Bansal · Colin Cherry · George Foster · Maxim Krikun · Melvin Johnson · Orhan Firat |
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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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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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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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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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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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Workshop
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Machine Learning with Feature Differential Privacy Saeed Mahloujifar · Chuan Guo · G. Edward Suh · Kamalika Chaudhuri |