Why Regularized Auto-Encoders learn Sparse Representation?

Devansh Arpit, Yingbo Zhou, Hung Q. Ngo 0001, Venu Govindaraju. Why Regularized Auto-Encoders learn Sparse Representation?. In Maria-Florina Balcan, Kilian Q. Weinberger, editors, Proceedings of the 33nd International Conference on Machine Learning, ICML 2016, New York City, NY, USA, June 19-24, 2016. Volume 48 of JMLR Workshop and Conference Proceedings, pages 136-144, JMLR.org, 2016. [doi]

Abstract

Abstract is missing.