Yongyi Guo

According to our database, Yongyi Guo authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation.

Anna L. Trella, Susobhan Ghosh, Erin Bonar, Lara N. Coughlin, Finale Doshi-Velez, Yongyi Guo, Pei-Yao Hung, Inbal Nahum-Shani, Vivek Shetty, Maureen A. Walton, Iris Yan, Kelly W. Zhang, Susan A. Murphy

CoRR, 2024

MiWaves Reinforcement Learning Algorithm.

Susobhan Ghosh, Yongyi Guo, Pei-Yao Hung, Lara N. Coughlin, Erin Bonar, Inbal Nahum-Shani, Maureen A. Walton, Susan A. Murphy

CoRR, 2024

ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use.

Susobhan Ghosh, Yongyi Guo, Pei-Yao Hung, Lara N. Coughlin, Erin Bonar, Inbal Nahum-Shani, Maureen A. Walton, Susan A. Murphy

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 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

2023

Online learning in bandits with predicted context.

Yongyi Guo, Susan A. Murphy

CoRR, 2023

Anytime-valid inference in N-of-1 trials.

Ivana Malenica, Yongyi Guo, Kyra Gan, Stefan Konigorski

Proceedings of the Machine Learning for Health, 2023

2021

Policy Optimization Using Semiparametric Models for Dynamic Pricing.

Jianqing Fan, Yongyi Guo, Mengxin Yu

CoRR, 2021

Sensitivity reduction of degree histogram publication under node differential privacy via mean filtering.

Lan Sun, Xin Huang, Yingjie Wu, Yongyi Guo

Concurr. Comput. Pract. Exp., 2021

Machine Learning for Variance Reduction in Online Experiments.

Yongyi Guo, Dominic Coey, Mikael Konutgan, Wenting Li, Chris Schoener, Matt Goldman

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

2020

Differential Privacy Trajectory Data Protection Algorithm Based on Polar Coordinate Transformation.

Zhenzhen Zhang, Jianping Cai, Lan Sun, Yongyi Guo, Yubing Qiu, Yingjie Wu

Proceedings of the Fuzzy Systems and Data Mining VI, 2020

2019

Communication-Efficient Accurate Statistical Estimation.

Jianqing Fan, Yongyi Guo, Kaizheng Wang

CoRR, 2019