Poster

Tue 9:00

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

Poster

Thu 14:00

Oracle-Efficient Online Learning for Smoothed Adversaries
Nika Haghtalab · Yanjun Han · Abhishek Shetty · Kunhe Yang

Poster

Efficient Graph Similarity Computation with Alignment Regularization
Wei Zhuo · Guang Tan

Workshop

ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation
Pengyi Li · Hongyao Tang · Jianye Hao · YAN ZHENG · Xian Fu · Zhaopeng Meng

Poster

Thu 14:00

Computationally Efficient Horizon-Free Reinforcement Learning for Linear Mixture MDPs
Dongruo Zhou · Quanquan Gu

Poster

Wed 9:00

Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation
Zhouxing Shi · Yihan Wang · Huan Zhang · J. Zico Kolter · Cho-Jui Hsieh

Panel

Wed 18:45

Panel 4A-4: Giving Feedback on… & Computationally Efficient Horizon-Free…
Dongruo Zhou · Evan Liu

Workshop

Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests
Erica Cai · Andrew McGregor · David Jensen

Workshop

Efficient Automatic Machine Learning via Design Graphs
Shirley Wu · Jiaxuan You · Jure Leskovec · Rex Ying

Poster

Tue 14:00

Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
Qiwen Cui · Simon Du

Workshop

Fri 9:00

MolPAL: Software for Sample Efficient High-Throughput Virtual Screening
David Graff · Connor Coley

Poster

Thu 9:00

Theoretically Provable Spiking Neural Networks
Shao-Qun Zhang · Zhi-Hua Zhou