Ponkshe, Kaustubh

4 publications

ICLRW 2025 FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models Raghav Singhal, Kaustubh Ponkshe, Praneeth Vepakomma

ICLRW 2025 Initialization Using Update Approximation Is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning Kaustubh Ponkshe, Raghav Singhal, Eduard Gorbunov, Alexey Tumanov, Samuel Horváth, Praneeth Vepakomma

NeurIPS 2025 TokenSwap: A Lightweight Method to Disrupt Memorized Sequences in LLMs Parjanya Prajakta Prashant, Kaustubh Ponkshe, Babak Salimi

NeurIPSW 2024 FedEx-LoRA: Exact Aggregation for Federated Parameter-Efficient Fine-Tuning of Foundation Models Raghav Singhal, Kaustubh Ponkshe, Praneeth Vepakomma