Publications
You can also find my latest public articles on my Google Scholar page.
Optimal Dataset Design for Nurture-then-Nature Teaching
Shubham Kumar Bharti, Deep Patel, Xiaojin Zhu, Preprint 2025
CHARTOM: A Visual Theory-of-Mind Benchmark for LLMs on Misleading Charts
Shubham Bharti, Shiyun Cheng, Jihyun Rho, Jianrui Zhang, Mu Cai, Yong Jae Lee, Martina Rau, Xiaojin Zhu, Preprint 2025
In-Context Learning with Hypothesis-Class Guidance
Ziqian Lin, Shubham Bharti, Kangwook Lee, Preprint 2025
On the Complexity of Teaching a Family of Linear Behavior Cloning Agents
Shubham Kumar Bharti, Stephen Wright, Adish Singla, Xiaojin Zhu, NeurIPS 2024
Provable Defense against Backdoor policies in RL
Shubham Bharti, Xuezhou Zhang, Adish Singla, Xiaojin Zhu, NeurIPS 2022
The Game of Hidden Rules: A New Kind of Benchmark Challenge for ML
Eric Pulick, Shubham Bharti, Yiding Chen, Yonatan Mintz, Paul Kantor, Vicki M. Bier, Preprint 2022
Fair Bandits with Cumulative Parity in Rewards
Shubham Kumar Bharti, Kangwook Lee, Xiaojin Zhu, Preprint 2021
The Sample Complexity of Teaching-by-Reinforcement on Q-Learning
Xuezhou Zhang, Shubham Kumar Bharti, Yuzhe Ma, Adish Singla and Xiaojin Zhu, AAAI 2021
Multitask Neural Networks meets Multitask Gaussian Processes
Karthikeyan K, Shubham Kumar Bharti, Piyush Rai, Arxiv 2019
