2025 Initialization Using Update Approximation for Low-Rank Fine-Tuning Kaustubh Ponkshe*, Raghav Singhal*, Eduard Gorbunov, and 3 more authors 2025 Under Preparation @ ICML 2025 PDF Code 2024 FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models Raghav Singhal*, Kaustubh Ponkshe*, and Praneeth Vepakomma Oct 2024 Poster, FITML Workshop @ NeurIPS 2024, Under Review @ ICLR 2025 DOI Code Power Learning: Privacy-preserving Embeddings Kaustubh Ponkshe, Praneeth Vepakomma, and Peter Kairouz Oct 2024 Oral, Trustworthy ML Workshop @ CIKM 2024 PDF Code StructFormer: Document Structure-Based Pre-training Kaustubh Ponkshe, Venkatapathy Subramanian, Ganesh Ramakrishnan, and 1 more author Oct 2024 Poster, DocUI Workshop @ AAAI 2025, Under Review @ TMLR PDF Code GUIDEQ: Framework for Guided Questioning Priya Mishra, Suraj Racha, Kaustubh Ponkshe, and 2 more authors Oct 2024 Poster @ NAACL Findings PDF Code 2021 Crop Yield Prediction of Indian Districts Using Deep Learning Parjanya Prashant, Kaustubh Ponkshe, Chirag Garg, and 2 more authors Oct 2021 ICIIP 2021 PDF Code
