SILVar: Single Index Latent Variable Models

9 May 2017

Papers citing "SILVar: Single Index Latent Variable Models"

11 / 11 papers shown

Title
Matrix Completion Under Monotonic Single Index Models Ravi Ganti Laura Balzano Rebecca Willett 127 45 0 29 Dec 2015
Learning Single Index Models in High Dimensions Ravi Ganti Nikhil S. Rao Rebecca Willett Robert D. Nowak 52 29 0 30 Jun 2015
Signal Processing on Graphs: Causal Modeling of Unstructured Data Jonathan Mei José M. F. Moura CML AI4TS 43 191 0 28 Feb 2015
Generalized Low Rank Models Madeleine Udell Corinne Horn R. Zadeh Stephen P. Boyd 68 346 0 01 Oct 2014
Regularized estimation in sparse high-dimensional time series models Sumanta Basu George Michailidis AI4TS 104 424 0 17 Nov 2013
Learning the Dependence Graph of Time Series with Latent Factors A. Jalali Sujay Sanghavi CML 79 44 0 09 Jun 2011
Causal Network Inference via Group Sparse Regularization Andrew K. Bolstad B. V. Veen Robert D. Nowak CML 74 143 0 03 Jun 2011
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 192 179 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 469 1,379 0 13 Oct 2010
Latent variable graphical model selection via convex optimization V. Chandrasekaran P. Parrilo A. Willsky CML 207 509 0 06 Aug 2010
Rank-Sparsity Incoherence for Matrix Decomposition V. Chandrasekaran Sujay Sanghavi P. Parrilo A. Willsky CML 240 1,111 0 11 Jun 2009