Kousha Kalantari

1. FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
   2025/05/20 by Deb, Rohan, Kiran Koshy Thekumparampil, Thekumparampil, Kiran +8 · 5 citations
   Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
2. Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
   2024/12/27 by Kiran Koshy Thekumparampil, Thekumparampil, Kiran Koshy, Gaurush Hiranandani +7 · 1 citation
   Computer Science · Decision Sciences · #Face and Expression Recognition #Multi-Criteria Decision Making #Text and Document Classification Technologies
3. Language-Model Prior Overcomes Cold-Start Items
   2024/11/13 by Shiyu Wang, Hao Ding, Wang, Shiyu +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques