Bose, Avinandan

10 publications

ICLRW 2025 Hybrid Preference Optimization for Alignment: Provably Faster Convergence Rates by Combining Offline Preferences with Online Exploration Avinandan Bose, Zhihan Xiong, Aadirupa Saha, Simon Shaolei Du, Maryam Fazel

AISTATS 2025 Keeping up with Dynamic Attackers: Certifying Robustness to Adaptive Online Data Poisoning Avinandan Bose, Laurent Lessard, Maryam Fazel, Krishnamurthy Dj Dvijotham

AISTATS 2025 Offline Multi-Task Transfer RL with Representational Penalization Avinandan Bose, Simon Shaolei Du, Maryam Fazel

ICMLW 2024 Certifying Robustness to Adaptive Data Poisoning Avinandan Bose, Madeleine Udell, Laurent Lessard, Maryam Fazel, Krishnamurthy Dj Dvijotham

NeurIPS 2024 Initializing Services in Interactive ML Systems for Diverse Users Avinandan Bose, Mihaela Curmei, Daniel L. Jiang, Jamie Morgenstern, Sarah Dean, Lillian J. Ratliff, Maryam Fazel

IJCAI 2024 Tackling Stackelberg Network Interdiction Against a Boundedly Rational Adversary Tien Mai, Avinandan Bose, Arunesh Sinha, Thanh Hong Nguyen, Ayushman Kumar Singh

AAAI 2023 A Fair Incentive Scheme for Community Health Workers Avinandan Bose, Tracey Li, Arunesh Sinha, Tien Mai

AAAI 2022 Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha

NeurIPS 2022 Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees Avinandan Bose, Arunesh Sinha, Tien Mai

NeurIPSW 2021 NeurInt: Learning to Interpolate Through Neural ODEs Avinandan Bose, Aniket Das, Yatin Dandi, Piyush Rai