Kiran Koshy Thekumparampil
5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
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Conference Polyglot
(2)
Conferences
ICML (3)
ICLR (2)
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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