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Federated Learning with Buffered Asynchronous Aggregation
John Nguyen · Kshitiz Malik · Ashkan Yousefpour

@
in International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21) »

Author Information

John Nguyen (Facebook)
Kshitiz Malik (Facebook)
Ashkan Yousefpour (Facebook)

Ashkan is currently a Research Scientist at Facebook AI. He works on privacy-preserving machine learning and federated learning, and contributes to PyTorch. He was a Visiting Researcher at University of California, Berkeley and member of the Berkeley Artificial Intelligence Research (BAIR). When he was at UC Berkeley, he contributed to FLOW, a framework for deep reinforcement learning in traffic control. Ashkan finished his PhD in Computer Science at the University of Texas at Dallas. His research was on intersection of Systems, Edge Computing, and Machine Learning, and he worked on improving quality of service in IoT and Deep Leanring Applications through Fog Computing. We he was at UT Dallas, he created Fog Computing Conference Hub.

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