Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks

Shizhao Sun, Wei Chen, Jiang Bian, Xiaoguang Liu, Tie-Yan Liu. Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks. In Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I. Volume 10534 of Lecture Notes in Computer Science, pages 187-202, Springer, 2017. [doi]

Abstract

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