Saadati, Nastaran

3 publications

TMLR 2025 Balancing Utility and Privacy: Dynamically Private SGD with Random Projection Zhanhong Jiang, Md Zahid Hasan, Nastaran Saadati, Aditya Balu, Chao Liu, Soumik Sarkar

NeurIPSW 2024 A Unified Convergence Theory for Large Language Model Efficient Fine-Tuning Zhanhong Jiang, Nastaran Saadati, Aditya Balu, Minh Pham, Joshua Russell Waite, Nasla Saleem, Chinmay Hegde, Soumik Sarkar

CVPR 2024 DIMAT: Decentralized Iterative Merging-and-Training for Deep Learning Models Nastaran Saadati, Minh Pham, Nasla Saleem, Joshua R. Waite, Aditya Balu, Zhanong Jiang, Chinmay Hegde, Soumik Sarkar