Simple Regret Minimization for Contextual Bandits. - Aniket Anand Deshmukh; Srinagesh Sharma; James W. Cutler; Mark Moldwin; Clayton Scott (CoRR, 2018)

A Generalization Error Bound for Multi-class Domain Generalization. - Aniket Anand Deshmukh; Yunwen Lei; Srinagesh Sharma; Ürün Dogan; James W. Cutler; Clayton Scott (CoRR, 2019)

MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces. - Srinagesh Sharma; Guoqing Zheng; Ahmed Hassan Awadallah (CoRR, 2021)

Counterfactual Augmentation for Multimodal Learning Under Presentation Bias. - Victoria Lin 001; Louis-Philippe Morency; Dimitrios Dimitriadis; Srinagesh Sharma (EMNLP (Findings), 2023)

Steering Large Language Models between Code Execution and Textual Reasoning. - Yongchao Chen; Harsh Jhamtani; Srinagesh Sharma; Chuchu Fan; Chi Wang (ICLR, 2025)

RLTHF: Targeted Human Feedback for LLM Alignment. - Yifei Xu; Tusher Chakraborty; Emre Kiciman; Bibek Aryal; Eduardo Rodrigues; Srinagesh Sharma; Roberto Estevão; Maria Angels de Luis Balaguer; Jessica Wolk; Rafael Padilha; Leonardo O. Nunes; Shobana Balakrishnan; et al. (CoRR, 2025)

Direct Reasoning Optimization: LLMs Can Reward And Refine Their Own Reasoning for Open-Ended Tasks. - Yifei Xu; Tusher Chakraborty; Srinagesh Sharma; Leonardo O. Nunes; Emre Kiciman; Songwu Lu; Ranveer Chandra (CoRR, 2025)