| Position: On the Possibilities of AI-Generated Text Detection S Chakraborty, A Bedi, S Zhu, B An, D Manocha, F Huang Forty-first International Conference on Machine Learning, 0 | 124* | |
| BioMedBERT: A pre-trained biomedical language model for QA and IR S Chakraborty, E Bisong, S Bhatt, T Wagner, R Elliott, F Mosconi Proceedings of the 28th international conference on computational …, 2020 | 58 | 2020 |
| MaxMin-RLHF: Alignment with Diverse Human Preferences S Chakraborty, J Qiu, H Yuan, A Koppel, D Manocha, F Huang, A Bedi, ... Forty-first International Conference on Machine Learning, 0 | 51* | |
| A Survey on the Possibilities & Impossibilities of AI-generated Text Detection SS Ghosal, S Chakraborty, J Geiping, F Huang, D Manocha, A Bedi Transactions on Machine Learning Research, 2023 | 45* | 2023 |
| Parl: A unified framework for policy alignment in reinforcement learning S Chakraborty, A Bedi, A Koppel, H Wang, D Manocha, M Wang, F Huang The Twelfth International Conference on Learning Representations, 2023 | 25* | 2023 |
| Provably sample efficient rlhf via active preference optimization N Das, S Chakraborty, A Pacchiano, SR Chowdhury arXiv preprint arXiv:2402.10500, 2024 | 20* | 2024 |
| On the safety concerns of deploying llms/vlms in robotics: Highlighting the risks and vulnerabilities X Wu, R Xian, T Guan, J Liang, S Chakraborty, F Liu, BM Sadler, ... First Vision and Language for Autonomous Driving and Robotics Workshop, 2024 | 20 | 2024 |
| On the hidden biases of policy mirror ascent in continuous action spaces AS Bedi, S Chakraborty, A Parayil, BM Sadler, P Tokekar, A Koppel International Conference on Machine Learning, 1716-1731, 2022 | 20 | 2022 |
| G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling S Chakraborty, AR Gosthipaty, S Paul arXiv preprint arXiv:2009.12007, 2020 | 19 | 2020 |
| Dealing with Sparse Rewards in Continuous Control Robotics via Heavy-Tailed Policy Optimization S Chakraborty, AS Bedi, K Weerakoon, P Poddar, A Koppel, P Tokekar, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 989-995, 2023 | 11* | 2023 |
| HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm K Weerakoon, S Chakraborty, N Karapetyan, AJ Sathyamoorthy, AS Bedi, ... 2022 Conference on Robot Learning (CORL'22), 2022 | 11 | 2022 |
| Posterior coreset construction with kernelized stein discrepancy for model-based reinforcement learning S Chakraborty, AS Bedi, P Tokekar, A Koppel, B Sadler, F Huang, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 6980-6988, 2023 | 10 | 2023 |
| High-Dimensional Bayesian Optimization with Invariance E Verma, S Chakraborty, RR Griffiths ICML 2022 Workshop on Adaptive Experimental Design and Active Learning, 2022 | 9* | 2022 |
| Transfer Q Star: Principled Decoding for LLM Alignment S Chakraborty, SS Ghosal, M Yin, D Manocha, M Wang, AS Bedi, ... arXiv preprint arXiv:2405.20495, 2024 | 8 | 2024 |
| An attempt-Detection of COVID-19 presence from chest X-ray scans using CNN & class activation maps S Chakraborty | 8 | 2020 |
| Is poisoning a real threat to LLM alignment? Maybe more so than you think P Pathmanathan, S Chakraborty, X Liu, Y Liang, F Huang arXiv preprint arXiv:2406.12091, 2024 | 7 | 2024 |
| Steering: Stein information directed exploration for model-based reinforcement learning S Chakraborty, AS Bedi, A Koppel, M Wang, F Huang, D Manocha arXiv preprint arXiv:2301.12038, 2023 | 7 | 2023 |
| Learning representation for mixed data types with a nonlinear deep encoder-decoder framework S Sahoo, S Chakraborty arXiv preprint arXiv:2009.09634, 2020 | 7 | 2020 |
| Sail: Self-improving efficient online alignment of large language models M Ding, S Chakraborty, V Agrawal, Z Che, A Koppel, M Wang, A Bedi, ... arXiv preprint arXiv:2406.15567, 2024 | 6 | 2024 |
| Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL X Liu, S Chakraborty, Y Sun, F Huang arXiv preprint arXiv:2305.17342, 2023 | 6* | 2023 |
Amrit Singh BediAssistant Professor in Department of Computer Science, University of Central Florida, FL, USAVerified email at ucf.edu
