Shubham Bharti
Education
| Ph.D. in Computer Science, UW-Madison, USA | 2019-present |
| M.S. in Computer Science, UW-Madison, USA | 2019-21 |
| B.Tech. in Computer Science and Engineering, IIT Kanpur, India | 2015-19 |
Appointments
- Summer’23 : Applied Scientist Intern
- Amazon Search Team, Palo Alto, USA
- Mentors : Gaurush Hiranandani, Suyash Gupta, Vassilis Ioannidis
- Summer’22 : Research Scholar Visitor
- Computer Science, MPI-SWS, Germany
- Supervisor : Prof. Adish Singla
- Summer’20-present : Research Assistant
- Computer Science, UW-Madison, USA
- Supervisor: Prof. Jerry Zhu
- Fall’19-Spring’20 : Teaching Assistant
- CS300, Computer Science, UW-Madison, USA
- Instructors : Prof. Gary Dahl, Prof. Mouna Kacem, Prof. Hobbes Legault
- Spring’19 : Teaching Assistant
- ESC101, Computer Science and Engineering, IIT Kanpur, India
- Instructor : Prof. Swaprava Nath
- Summer’18: Research Intern
- HLTRI, Computer Science, UT Dallas, USA
- Supervisor: Prof. Vincent Ng
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
