Nastaran Saadati

According to our database, Nastaran Saadati authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models.

Nastaran Saadati, Zhanhong Jiang, Joshua R. Waite, Shreyan Ganguly, Aditya Balu, Chinmay Hegde, Soumik Sarkar

CoRR, May, 2025

Balancing Utility and Privacy: Dynamically Private SGD with Random Projection.

Zhanhong Jiang, Md. Zahid Hasan, Nastaran Saadati, Aditya Balu, Chao Liu, Soumik Sarkar

Trans. Mach. Learn. Res., 2025

2024

DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models.

Nastaran Saadati, Minh Pham, Nasla Saleem, Joshua R. Waite, Aditya Balu, Zhanhong Jiang, Chinmay Hegde, Soumik Sarkar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024