Nastaran Saadati

According to our database, Nastaran Saadati authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

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

Neural Networks, 2026

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

Foundation Model Efficient Fine-Tuning in Centralized and Federated Settings.

Nastaran Saadati, Zhanhong Jiang, Aditya Balu, Chao Liu, Chinmay Hegde, Soumik Sarkar

Proceedings of the IEEE International Conference on Big Data, 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