Weightless: Lossy weight encoding for deep neural network compression

Brandon Reagen, Udit Gupta, Bob Adolf, Michael Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks. Weightless: Lossy weight encoding for deep neural network compression. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 4321-4330, JMLR.org, 2018. [doi]

Authors

Brandon Reagen

This author has not been identified. Look up 'Brandon Reagen' in Google

Udit Gupta

This author has not been identified. Look up 'Udit Gupta' in Google

Bob Adolf

This author has not been identified. Look up 'Bob Adolf' in Google

Michael Mitzenmacher

This author has not been identified. Look up 'Michael Mitzenmacher' in Google

Alexander M. Rush

This author has not been identified. Look up 'Alexander M. Rush' in Google

Gu-Yeon Wei

This author has not been identified. Look up 'Gu-Yeon Wei' in Google

David Brooks

This author has not been identified. Look up 'David Brooks' in Google