Ashkan Yousefpour
Menlo Park, United States
Ashkan is a Reseach Scientist at Facebook AI. He is currently working on privacy-preserving machine learning and federated learning at Facebook AI, and is also a contributor to Opacus. Prior to joining Facebook AI, he was a Visiting Researcher at University of California, Berkeley. Ashkan holds a PhD in Computer Science from the University of Texas at Dallas.
Research Areas
Ashkan's Work
Ashkan's Publications
July 24, 2021
CORE MACHINE LEARNING
SYSTEMS RESEARCH
Federated Learning with Buffered Asynchronous Aggregation
John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Michael Rabbat, Mani Malek, Dzmitry Huba
July 24, 2021
RESEARCH
SYSTEMS RESEARCH
ResiliNet: Failure-Resilient Inference in Distributed Neural Networks
Ashkan Yousefpour, Brian Q. Nguyen, Siddartha Devic, Guanhua Wang, Aboudy Kreidieh, Hans Lobel, Alexandre M. Bayen, Jason P. Jue
