Scalable Greedy Feature Selection via Weak Submodularity

Rajiv Khanna, Ethan Elenberg, Alexandros G. Dimakis, Sahand Negahban, Joydeep Ghosh. Scalable Greedy Feature Selection via Weak Submodularity. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 1560-1568, JMLR.org, 2017. [doi]

Abstract

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