Online Submodular Optimization with Full Bandit Feedback for Adaptive Subset Refinement Prateek Chanda, Prayas Agrawal, Lokesh Reddy Polu, Saral Sureka, Atharv Kshirsagar, Ganesh Ramakrishnan (In Submission)
Probabilistic Graphical Model Approach to Task Finetuning Selection Prateek Chanda, Saral Surekha, Parth Chatterjee, Krishnateja Killiamsetty, Ganesh Ramakrishan (In Submission)
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering Saeel Sandeep Nachane(*), Ojas Gramopadhye(*), Prateek Chanda(*), Ganesh Ramakrishnan, Kshitij Sharad Jadhav, Yatin Nandwani, Dinesh Raghu, Sachindra Joshi EMNLP 2024(* =equal contribution)
Bayesian Coreset Optimization for Personalized Federated Learning Prateek Chanda, Shrey Modi, Ganesh Ramakrishan ICLR 2024
Would I regret later joining this Community ? Using temporal neighborhood information for community retention in a game theoretic community detection framework Prateek Chanda, Susanta Chakrabarty AAAI-22 W MLOR
Robust Deep Reinforcement Learning Control Framework Prateek ChandaAAAI-22 Workshop on Robust Artificial Intelligence System Assurance