Preprints and Recent Publications

Books, Monographs, and News Articles

Journal Publications

Conference Publications

  • J. So, B. Guler, and A.S. Avestimehr, A Scalable Approach for Privacy-Preserving Collaborative Machine Learning, accepted to NeurIPS, 2020.

  • S. Kalan, Z. Fabian, A.S. Avestimehr, and M. Soltanolkotabi, Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks, accepted to NeurIPS, 2020.

  • C. He, M. Annavaram, and A.S. Avestimehr, Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge, accepted to NeurIPS, 2020.

  • C. He, M. Annavaram, and A.S. Avestimehr, FedNAS: Federated Deep Learning via Neural Architecture Search, CVPR 2020 Workshop on Neural Architecture Search and Beyond for Representation Learning. [video] [paper] 

Theses

University of Southern California

© 2020 by Salman Avestimehr