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Poster
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Tue 9:00
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AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer
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Poster
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Thu 14:00
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Oracle-Efficient Online Learning for Smoothed Adversaries
Nika Haghtalab · Yanjun Han · Abhishek Shetty · Kunhe Yang
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Workshop
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ERL-Re2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation
Pengyi Li · Hongyao Tang · Jianye Hao · YAN ZHENG · Xian Fu · Zhaopeng Meng
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Poster
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Efficient Graph Similarity Computation with Alignment Regularization
Wei Zhuo · Guang Tan
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Poster
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Thu 14:00
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Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs
Dongruo Zhou · Quanquan Gu
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Poster
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Wed 9:00
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Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation
Zhouxing Shi · Yihan Wang · Huan Zhang · J. Zico Kolter · Cho-Jui Hsieh
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Panel
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Wed 18:45
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Panel 4A-4: Giving Feedback on… & Computationally Efficient Horizon-Free…
Dongruo Zhou · Evan Liu
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Workshop
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Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests
Erica Cai · Andrew McGregor · David Jensen
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Workshop
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Efficient Automatic Machine Learning via Design Graphs
Shirley Wu · Jiaxuan You · Jure Leskovec · Rex Ying
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Poster
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Tue 14:00
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Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
Qiwen Cui · Simon Du
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Poster
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Thu 9:00
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Theoretically Provable Spiking Neural Networks
Shao-Qun Zhang · Zhi-Hua Zhou
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Workshop
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Fri 9:00
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MolPAL: Software for Sample Efficient High-Throughput Virtual Screening
David Graff · Connor Coley
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