Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting

Pengtao Xie, Jin Kyu Kim, Yi Zhou, Qirong Ho, Abhimanu Kumar, Yaoliang Yu, Eric P. Xing. Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting. In Alexander T. Ihler, Dominik Janzing, editors, Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, UAI 2016, June 25-29, 2016, New York City, NY, USA. AUAI Press, 2016. [doi]

Abstract

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