Kiran Koshy Thekumparampil

5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2)

Conferences

ICML (3) ICLR (2)

Top co-authors

Sewoong Oh (2) Branislav Kveton (2) Gaurush Hiranandani (2) Shoham Sabach (2) Kousha Kalantari (2) Liang Zhang (1) Elisa Tardini (1) Xun Tang (1) Giulia Fanti (1) Charlie Hou (1)

Classification in progress for this author's papers.

Papers

FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain ICML 2025

Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method ICML 2025

Accelerating Sinkhorn algorithm with sparse Newton iterations ICLR 2024

DPZero: Private Fine-Tuning of Language Models without Backpropagation ICML 2024

FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning ICLR 2022