Learning Single Index Models in High Dimensions

30 June 2015

Papers citing "Learning Single Index Models in High Dimensions"

6 / 6 papers shown

Title
Learning ReLUs via Gradient Descent Mahdi Soltanolkotabi MLT 68 181 0 10 May 2017
High-dimensional estimation with geometric constraints Y. Plan Roman Vershynin E. Yudovina 134 144 0 14 Apr 2014
Robust 1-bit compressed sensing and sparse logistic regression: A convex programming approach Y. Plan Roman Vershynin 180 457 0 06 Feb 2012
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 154 180 0 11 Apr 2011
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers S. Negahban Pradeep Ravikumar Martin J. Wainwright Bin Yu 314 1,377 0 13 Oct 2010
High-dimensional generalized linear models and the lasso Sara van de Geer 456 755 0 04 Apr 2008