Estimation of a sparse group of sparse vectors

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Estimation of a sparse group of sparse vectors

10 April 2011

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Papers citing "Estimation of a sparse group of sparse vectors"

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Title
Minimax-optimal rates for sparse additive models over kernel classes via convex programming Garvesh Raskutti Martin J. Wainwright Bin Yu 154 287 0 21 Aug 2010
Exponential Screening and optimal rates of sparse estimation Philippe Rigollet Alexandre B. Tsybakov 197 242 0 12 Mar 2010
A note on the group lasso and a sparse group lasso J. Friedman Trevor Hastie Robert Tibshirani 225 841 0 05 Jan 2010
MAP model selection in Gaussian regression F. Abramovich V. Grinshtein 78 27 0 22 Dec 2009
On Bayesian "testimation" and its application to wavelet thresholding F. Abramovich V. Grinshtein Athanasia Petsa T. Sapatinas 67 16 0 22 Dec 2009
$Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls$ Minimax rates of estimation for high-dimensional linear regression over $\ell_q$ -balls Garvesh Raskutti Martin J. Wainwright Bin Yu 220 575 0 11 Oct 2009
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 355 481 0 25 Jun 2008
On optimality of Bayesian testimation in the normal means problem F. Abramovich V. Grinshtein Marianna Pensky 134 56 0 06 Dec 2007
Sparse Additive Models Pradeep Ravikumar John D. Lafferty Han Liu Larry A. Wasserman 485 573 0 28 Nov 2007
Aggregation for Gaussian regression F. Bunea Alexandre B. Tsybakov M. Wegkamp 507 362 0 19 Oct 2007