Learning Sparse Additive Models with Interactions in High Dimensions

Learning Sparse Additive Models with Interactions in High Dimensions

18 April 2016

Anastasios Kyrillidis

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Papers citing "Learning Sparse Additive Models with Interactions in High Dimensions"

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Title
Sparsity in multiple kernel learning V. Koltchinskii M. Yuan 236 191 0 13 Nov 2012
Statistical inference in compound functional models A. Dalalyan Yu. I. Ingster Alexandre B. Tsybakov 93 25 0 31 Aug 2012
A lasso for hierarchical interactions Jacob Bien Jonathan E. Taylor Robert Tibshirani 229 485 0 22 May 2012
Tight conditions for consistency of variable selection in the context of high dimensionality L. Comminges A. Dalalyan 205 66 0 21 Jun 2011
Tight conditions for consistent variable selection in high dimensional nonparametric regression L. Comminges A. Dalalyan 120 15 0 17 Feb 2011
Variable selection in nonparametric additive models Jian Huang J. Horowitz Fengrong Wei 273 549 0 20 Oct 2010
Minimax-optimal rates for sparse additive models over kernel classes via convex programming Garvesh Raskutti Martin J. Wainwright Bin Yu 163 287 0 21 Aug 2010
Learning Functions of Few Arbitrary Linear Parameters in High Dimensions M. Fornasier Karin Schnass J. Vybíral 138 100 0 18 Aug 2010
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 395 481 0 25 Jun 2008
Sparse Additive Models Pradeep Ravikumar John D. Lafferty Han Liu Larry A. Wasserman 511 573 0 28 Nov 2007