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71 Results
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Poster
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Tue 17:00 |
Knowledge Distillation as Semiparametric Inference Tri Dao · Govinda Kamath · Vasilis Syrgkanis · Lester Mackey |
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Poster
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Wed 1:00 |
Byzantine-Resilient Non-Convex Stochastic Gradient Descent Zeyuan Allen-Zhu · Faeze Ebrahimianghazani · Jerry Li · Dan Alistarh |
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Poster
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Mon 9:00 |
Single-Photon Image Classification Thomas Fischbacher · Luciano Sbaiz |
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Poster
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Mon 9:00 |
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks Timothy Castiglia · Anirban Das · Stacy Patterson |
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Poster
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Wed 9:00 |
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim |
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Poster
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Mon 1:00 |
Batch Reinforcement Learning Through Continuation Method Yijie Guo · Shengyu Feng · Nicolas Le Roux · Ed H. Chi · Honglak Lee · Minmin Chen |
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Poster
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Thu 1:00 |
Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning Da Yu · Huishuai Zhang · Wei Chen · Tie-Yan Liu |
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Poster
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Wed 9:00 |
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar |
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Spotlight
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Mon 11:45 |
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar |
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Poster
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Tue 9:00 |
Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding Sana Tonekaboni · Danny Eytan · Anna Goldenberg |
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Poster
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Thu 9:00 |
Domain-Robust Visual Imitation Learning with Mutual Information Constraints Edoardo Cetin · Oya Celiktutan |
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Workshop
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Fri 8:45 |
Machine Learning for Preventing and Combating Pandemics Pengtao Xie · Xiaodan Liang · Jure Leskovec · Judy Wawira · Jeremy Weiss · Manuel Gomez Rodriguez · Madalina Fiterau · Yueyu Jiang · Leo Celi · Eric P Xing |