Shubham Bharti

Education

Ph.D. in Computer Science, UW-Madison, USA2019-present
M.S. in Computer Science, UW-Madison, USA2019-21
B.Tech. in Computer Science and Engineering, IIT Kanpur, India2015-19

Appointments

Publications

Optimally Teaching a Linear Behavior Cloning Agent

Shubham Kumar Bharti, Stephen Wright, Adish Singla, Xiaojin Zhu, In Preprints 2023

Provable Defense against Backdoor policies in RL

Shubham Kumar Bharti, Xuezhou Zhang, Adish Singla, Xiaojin Zhu, In Neurips 2022

The Game of Hidden Rules: A New Kind of Benchmark Challenge for ML

Eric Pulick, Shubham Kumar Bharti, Yiding Chen, Yonatan Mintz, Paul Kantor, Vicki M. Bier, In 2022

Fair Bandits with Cumulative Parity in Rewards

Shubham Kumar Bharti, Kangwook Lee, Xiaojin Zhu, In Preprints 2021

The Sample Complexity of Teaching-by-Reinforcement on Q-Learning

Xuezhou Zhang, Shubham Kumar Bharti, Yuzhe Ma, Adish Singla and Xiaojin Zhu, In AAAI 2021

Multitask Neural Networks meets Multitask Gaussian Processes

Karthikeyan K, Shubham Kumar Bharti, Piyush Rai, In Arxiv 2019