Ziping Xu

According to our database, Ziping Xu authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Fallacy of Minimizing Local Regret in the Sequential Task Setting.

Ziping Xu, Kelly W. Zhang, Susan A. Murphy

CoRR, 2024

CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection.

Quanfu Fan, Yilai Li, Yuguang Yao, John Cohn, Sijia Liu, Ziping Xu, Seychelle M. Vos, Michael A. Cianfrocco

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A Natural Extension To Online Algorithms For Hybrid RL With Limited Coverage.

Kevin Tan, Ziping Xu

RLJ, 2024

Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks.

Ziping Xu, Zifan Xu, Runxuan Jiang, Peter Stone, Ambuj Tewari

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Online learning in bandits with predicted context.

Yongyi Guo, Ziping Xu, Susan A. Murphy

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Adaptive Learning for Discovery.

Ziping Xu, Eunjae Shim, Ambuj Tewari, Paul M. Zimmerman

CoRR, 2022

Adaptive Sampling for Discovery.

Ziping Xu, Eunjae Shim, Ambuj Tewari, Paul M. Zimmerman

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On the Statistical Benefits of Curriculum Learning.

Ziping Xu, Ambuj Tewari

Proceedings of the International Conference on Machine Learning, 2022

2021

Bandit Algorithms for Precision Medicine.

Yangyi Lu, Ziping Xu, Ambuj Tewari

CoRR, 2021

Safe Exploration by Solving Early Terminated MDP.

Hao Sun, Ziping Xu, Meng Fang, Zhenghao Peng, Jiadong Guo, Bo Dai, Bolei Zhou

CoRR, 2021

Representation Learning Beyond Linear Prediction Functions.

Ziping Xu, Ambuj Tewari

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns.

Ziping Xu, Amirhossein Meisami, Ambuj Tewari

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Zeroth-Order Supervised Policy Improvement.

Hao Sun, Ziping Xu, Yuhang Song, Meng Fang, Jiechao Xiong, Bo Dai, Zhengyou Zhang, Bolei Zhou

CoRR, 2020

Near-optimal Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms for the Non-episodic Setting.

Ziping Xu, Ambuj Tewari

CoRR, 2020

Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting.

Ziping Xu, Ambuj Tewari

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search.

Tarun Gogineni, Ziping Xu, Exequiel Punzalan, Runxuan Jiang, Joshua Kammeraad, Ambuj Tewari, Paul M. Zimmerman

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020