Exact post-selection inference, with application to the lasso

25 November 2013

Papers citing "Exact post-selection inference, with application to the lasso"

31 / 81 papers shown

Title
PANDA: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models Yinan Li Xiao Liu Fang Liu 29 7 0 11 Oct 2018
Prediction regions through Inverse Regression Emilie Devijver Émeline Perthame 15 8 0 09 Jul 2018
On the Post Selection Inference constant under Restricted Isometry Properties François Bachoc Gilles Blanchard P. Neuvial 25 18 0 20 Apr 2018
On the length of post-model-selection confidence intervals conditional on polyhedral constraints D. Kivaranovic Hannes Leeb 18 17 0 05 Mar 2018
Valid Inference Corrected for Outlier Removal Shuxiao Chen Jacob Bien 29 53 0 29 Nov 2017
Sampling Without Compromising Accuracy in Adaptive Data Analysis Benjamin Fish L. Reyzin Benjamin I. P. Rubinstein 50 8 0 28 Sep 2017
Selective Inference for Change Point Detection in Multi-dimensional Sequences Yuta Umezu Ichiro Takeuchi 35 10 0 01 Jun 2017
In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference Sen Zhao Daniela Witten Ali Shojaie 53 58 0 16 May 2017
A Flexible Framework for Hypothesis Testing in High-dimensions Adel Javanmard Jason D. Lee 34 29 0 26 Apr 2017
Network classification with applications to brain connectomics Jesús D Arroyo Relión Daniel A Kessler Elizaveta Levina S. Taylor 21 74 0 27 Jan 2017
Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE? R. Tibshirani Saharon Rosset 19 20 0 30 Dec 2016
Exponentially tilted likelihood inference on growing dimensional unconditional moment models Niansheng Tang Xiaodong Yan Puying Zhao 31 9 0 25 Dec 2016
Uniformly valid confidence intervals post-model-selection François Bachoc David Preinerstorfer Lukas Steinberger 37 48 0 03 Nov 2016
Post Selection Inference with Kernels M. Yamada Yuta Umezu Kenji Fukumizu Ichiro Takeuchi 18 28 0 12 Oct 2016
MAGIC: a general, powerful and tractable method for selective inference Xiaoying Tian Nan Bi Jonathan E. Taylor 23 22 0 09 Jul 2016
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo R. Tibshirani Larry A. Wasserman 26 818 0 14 Apr 2016
Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing Ryan M. Rogers Aaron Roth Adam D. Smith Om Thakkar 43 83 0 13 Apr 2016
Simultaneous Inference for High-dimensional Linear Models Xianyang Zhang Guang Cheng 21 133 0 03 Mar 2016
Degrees of Freedom for Piecewise Lipschitz Estimators Frederik Riis Mikkelsen N. Hansen 21 12 0 14 Jan 2016
How much does your data exploration overfit? Controlling bias via information usage D. Russo James Zou 14 185 0 16 Nov 2015
False Discoveries Occur Early on the Lasso Path Weijie Su M. Bogdan Emmanuel Candes 37 180 0 05 Nov 2015
A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations Matey Neykov Y. Ning Jun S. Liu Han Liu 24 77 0 30 Oct 2015
Uniformly Valid Confidence Sets Based on the Lasso K. Ewald U. Schneider 25 12 0 19 Jul 2015
Uniform Asymptotic Inference and the Bootstrap After Model Selection R. Tibshirani Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 38 104 0 20 Jun 2015
Selective inference with unknown variance via the square-root LASSO Xiaoying Tian Joshua R. Loftus Jonathan E. Taylor 43 38 0 29 Apr 2015
Implementable confidence sets in high dimensional regression Alexandra Carpentier 37 4 0 19 Jan 2015
Asymptotics of selective inference Xiaoying Tian Jonathan E. Taylor 29 69 0 15 Jan 2015
High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality Zhaoran Wang Quanquan Gu Y. Ning Han Liu 41 53 0 30 Dec 2014
Valid confidence intervals for post-model-selection predictors François Bachoc Hannes Leeb B. M. Potscher 48 53 0 15 Dec 2014
Optimal Two-Step Prediction in Regression Didier Chételat Johannes Lederer Joseph Salmon 42 19 0 18 Oct 2014
Optimal Inference After Model Selection William Fithian Dennis L. Sun Jonathan E. Taylor 39 332 0 09 Oct 2014