Multiple-Environment Markov Decision Processes: Efficient Analysis and Applications. - Krishnendu Chatterjee; Martin Chmelík; Deep Karkhanis; Petr Novotný 001; Amélie Royer (ICAPS, 2020)

Sentiment Analysis: Predicting Yelp Scores. - Bhanu Prakash Reddy Guda; Mashrin Srivastava; Deep Karkhanis (CoRR, 2022)

Giraffe: Adventures in Expanding Context Lengths in LLMs. - Arka Pal; Deep Karkhanis; Manley Roberts; Samuel Dooley; Arvind Sundararajan; Siddartha Naidu (CoRR, 2023)

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive. - Arka Pal; Deep Karkhanis; Samuel Dooley; Manley Roberts; Siddartha Naidu; Colin White (CoRR, 2024)

Pass@K Policy Optimization: Solving Harder Reinforcement Learning Problems. - Christian Walder; Deep Karkhanis (CoRR, 2025)