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28 Results
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Poster
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Tue 9:00 |
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning Pramod Kaushik Mudrakarta · Mark Sandler · Andrey Zhmoginov · Andrew Howard |
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Poster
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Thu 14:30 |
Generative predecessor models for sample-efficient imitation learning Yannick Schroecker · Mel Vecerik · Jon Scholz |
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Poster
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Wed 14:30 |
Slimmable Neural Networks Jiahui Yu · Linjie Yang · Ning Xu · Jianchao Yang · Thomas Huang |
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Poster
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Wed 14:30 |
Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach Minhao Cheng · Thong M Le · Pin-Yu Chen · Huan Zhang · Jinfeng Yi · Cho-Jui Hsieh |
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Poster
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Tue 14:30 |
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai · Ligeng Zhu · Song Han |
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Poster
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Thu 14:30 |
Efficiently testing local optimality and escaping saddles for ReLU networks Chulhee Yun · Suvrit Sra · Ali Jadbabaie |
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Poster
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Tue 14:30 |
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data Jianbo Chen · Le Song · Martin Wainwright · Michael Jordan |
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Poster
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Wed 14:30 |
Efficient Training on Very Large Corpora via Gramian Estimation Walid Krichene · Nicolas Mayoraz · Steffen Rendle · Li Zhang · Xinyang Yi · Lichan Hong · Ed H. Chi · John Anderson |
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Poster
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Tue 9:00 |
Recall Traces: Backtracking Models for Efficient Reinforcement Learning Anirudh Goyal · Philemon Brakel · William Fedus · Soumye Singhal · Timothy Lillicrap · Sergey Levine · Hugo Larochelle · Yoshua Bengio |
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Poster
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Wed 9:00 |
Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees Yuping Luo · Huazhe Xu · Yuanzhi Li · Yuandong Tian · Trevor Darrell · Tengyu Ma |
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Poster
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Wed 14:30 |
signSGD with Majority Vote is Communication Efficient and Fault Tolerant Jeremy Bernstein · Jiawei Zhao · Kamyar Azizzadenesheli · Anima Anandkumar |
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Poster
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Wed 9:00 |
Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control Kendall Lowrey · Aravind Rajeswaran · Sham M Kakade · Emanuel Todorov · Igor Mordatch |