Publications by Year

2025

• UniPROT: Uniform Prototype Selection via Partial Optimal Transport with Submodular Guarantees
  Prateek Chanda, Prayas Agrawal, Karthik S. Gurumoorthy, Ganesh Ramakrishnan, Bamdev Mishra, Pratik Jawanpuria
  AISTATS 2026

• Bandit-Guided Submodular Curriculum for Adaptive Subset Selection
  Prateek Chanda, Prayas Agrawal, Lokesh Reddy Polu, Saral Sureka, Atharv Kshirsagar, Ganesh Ramakrishnan
  NeurIPS 2025

2024

• 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 Findings(* =equal contribution)

• Bayesian Coreset Optimization for Personalized Federated Learning
  Prateek Chanda, Shrey Modi, Ganesh Ramakrishan
  ICLR 2024

Pre-Ph.D.

• 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 Chanda
  AAAI-22 Workshop on Robust Artificial Intelligence System Assurance