From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
On Improving Faithfulness of Podcasts from Documents
Soumya Dutta, Tejas Indulal Dhamecha, Pannaga Shivaswamy
Large language models (LLMs) are increasingly used to generate long-form conversational content such as podcasts from textual sources. While these systems produce fluent and engagi…
stat.ML2026
Price of Fairness in Bandits: A Tight Minimax Characterization
Dhruv Sarkar, Soumyadeep Dutta, Sayak Ray Chowdhury
The paper characterizes the exact regret cost of enforcing strict fairness in multi-armed bandits, proving a matching lower bound and presenting the UCB-HARE algorithm that achieve…