Extensions of stability selection using subsamples of observations and
covariates

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Extensions of stability selection using subsamples of observations and covariates

18 July 2014

Gilles Blanchard

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Papers citing "Extensions of stability selection using subsamples of observations and covariates"

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Title
Correlated variables in regression: clustering and sparse estimation Peter Buhlmann Philipp Rutimann Sara van de Geer Cun-Hui Zhang 218 182 0 26 Sep 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,663 0 03 Jul 2012
TIGRESS: Trustful Inference of Gene REgulation using Stability Selection Anne-Claire Haury F. Mordelet Paola Vera-Licona Jean-Philippe Vert 59 400 0 06 May 2012
Variable selection with error control: Another look at Stability Selection Rajen Dinesh Shah R. Samworth 91 356 0 27 May 2011
A survey of cross-validation procedures for model selection Sylvain Arlot Alain Celisse 213 3,596 0 27 Jul 2009
Bolasso: model consistent Lasso estimation through the bootstrap Francis R. Bach 89 451 0 08 Apr 2008
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators Karim Lounici 475 242 0 30 Jan 2008