Sep 25, 2024 | Our latest work, Efficient Reinforcement Learning by Discovering Neural Pathways was accepted at NeurIPS 2024. |
Sep 03, 2024 | Excited to join the model efficiency team at Cohere as a Research Intern! |
May 20, 2024 | Joining the Advanced Technologies group at Dolby Laboratories as a Ph.D. Research Intern! Will be working on novel efficient finetuning methods for both LLMs and multimodal VLMs. |
Mar 05, 2023 | Preliminary work accepted in ICLR 2023 Sparse Neural Networks workshop on communication efficient federated learning and full work out on arXiv. |
Oct 31, 2022 | Our work, Explicit Group Sparse Projection with Applications to Deep Learning and NMF has been published in the Transactions on Machine Learning Research (TMLR). Available at: OpenReview |
May 09, 2022 | Joined FAIR at Meta AI as a Research Scientist Intern to work on efficient ML and model sparsity research. My compression research library was integrated as part of the open source Fairscale library. |
Oct 20, 2021 | Our paper, “Single-Shot Pruning for Offline Reinforcement Learning” was accepted in Offline Reinforcement Learning Workshop, NeurIPS 2021. - Paper. |
Aug 27, 2021 | Started Ph.D. at Georgia Tech. I will be working on developing new techniques for sparse deep learning, with potential applications in federated, multi-task and multimodal learning. |
Nov 07, 2015 | A long announcement with details |