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Poster
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Tue 9:00
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On Efficient Online Imitation Learning via Classification
Yichen Li · Chicheng Zhang
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Poster
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Wed 9:00
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Graph Reordering for Cache-Efficient Near Neighbor Search
Benjamin Coleman · Santiago Segarra · Alexander Smola · Anshumali Shrivastava
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Poster
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Thu 9:00
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Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
Ziyu Jiang · Xuxi Chen · Xueqin Huang · Xianzhi Du · Denny Zhou · Zhangyang Wang
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Poster
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Wed 14:00
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Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
Qinghua Liu · Csaba Szepesvari · Chi Jin
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Poster
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Tue 9:00
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Provably sample-efficient RL with side information about latent dynamics
Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire
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Poster
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Tue 9:00
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Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy
Zhiqi Bu · Jialin Mao · Shiyun Xu
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Workshop
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Using Both Demonstrations and Language Instructions to Efficiently Learn Robotic Tasks
Albert Yu · Raymond Mooney
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Poster
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Thu 9:00
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A Benchmark for Compositional Visual Reasoning
Aimen Zerroug · Mohit Vaishnav · Julien Colin · Sebastian Musslick · Thomas Serre
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Poster
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Wed 14:00
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Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Furong Huang
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Poster
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Tue 9:00
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Efficient Architecture Search for Diverse Tasks
Junhong Shen · Misha Khodak · Ameet Talwalkar
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Poster
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Wed 9:00
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Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
Shenao Zhang
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Poster
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Wed 14:00
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Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
Byungchan Ko · Jungseul Ok
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