The Lasso Problem and Uniqueness

1 June 2012

Papers citing "The Lasso Problem and Uniqueness"

50 / 158 papers shown

Title
On Lasso refitting strategies Evgenii Chzhen Mohamed Hebiri Joseph Salmon 20 18 0 17 Jul 2017
Regularized Ordinal Regression and the ordinalNet R Package Mike Wurm P. Rathouz B. Hanlon 37 72 0 15 Jun 2017
In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference Sen Zhao Daniela Witten Ali Shojaie 48 58 0 16 May 2017
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions R. Tibshirani 21 42 0 12 May 2017
Statistical inference for high dimensional regression via Constrained Lasso Yun Yang 29 4 0 17 Apr 2017
Additive Models with Trend Filtering Veeranjaneyulu Sadhanala R. Tibshirani 16 56 0 16 Feb 2017
Gap Safe screening rules for sparsity enforcing penalties Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 36 125 0 17 Nov 2016
Distributed recovery of jointly sparse signals under communication constraints S. Fosson J. Matamoros C. Antón-Haro E. Magli FedML 21 24 0 08 Nov 2016
$Lasso, fractional norm and structured sparse estimation using a Hadamard product parametrization$ Lasso, fractional norm and structured sparse estimation using a Hadamard product parametrization P. Hoff 19 50 0 31 Oct 2016
Adaptive regularization for Lasso models in the context of non-stationary data streams R. Monti C. Anagnostopoulos Giovanni Montana 49 3 0 28 Oct 2016
Learning Bound for Parameter Transfer Learning Wataru Kumagai MLT SSL 24 16 0 27 Oct 2016
Estimator Augmentation with Applications in High-Dimensional Group Inference Qing Zhou Seunghyun Min 19 3 0 27 Oct 2016
The Function-on-Scalar LASSO with Applications to Longitudinal GWAS Rina Foygel Barber M. Reimherr T. Schill 22 52 0 24 Oct 2016
Selective sampling after solving a convex problem Xiaoying Tian Harris Snigdha Panigrahi J. Marković Nan Bi Jonathan E. Taylor 11 43 0 19 Sep 2016
gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity R. Rose D. Lizotte 10 0 0 29 Jul 2016
CLEAR: Covariant LEAst-square Re-fitting with applications to image restoration Charles-Alban Deledalle Nicolas Papadakis Joseph Salmon Samuel Vaiter 94 31 0 16 Jun 2016
On cross-validated Lasso in high dimensions Denis Chetverikov Z. Liao Victor Chernozhukov 29 80 0 07 May 2016
High-Dimensional Estimation of Structured Signals from Non-Linear Observations with General Convex Loss Functions Martin Genzel 30 45 0 10 Feb 2016
Local and Global Convergence of a General Inertial Proximal Splitting Scheme Patrick R. Johnstone P. Moulin 20 18 0 08 Feb 2016
A study on tuning parameter selection for the high-dimensional lasso D. Homrighausen D. McDonald 13 11 0 04 Feb 2016
Degrees of Freedom for Piecewise Lipschitz Estimators Frederik Riis Mikkelsen N. Hansen 19 12 0 14 Jan 2016
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models Yining Wang Adams Wei Yu Aarti Singh 11 2 0 09 Jan 2016
Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising G. Papageorgiou P. Bouboulis Sergios Theodoridis 21 11 0 04 Jan 2016
MCMC convergence diagnosis using geometry of Bayesian LASSO A. Dermoune Daoud Ounaissi Nadji Rahmania 14 0 0 04 Dec 2015
Lass-0: sparse non-convex regression by local search William Herlands Maria De-Arteaga Daniel B. Neill A. Dubrawski 13 2 0 13 Nov 2015
Goodness of fit tests for high-dimensional linear models Rajen Dinesh Shah Peter Buhlmann 30 46 0 10 Nov 2015
False Discoveries Occur Early on the Lasso Path Weijie Su M. Bogdan Emmanuel Candes 37 180 0 05 Nov 2015
A Sparse Linear Model and Significance Test for Individual Consumption Prediction P. Li Baosen Zhang Yang Weng Ram Rajagopal 14 40 0 05 Nov 2015
Consistent Parameter Estimation for LASSO and Approximate Message Passing Ali Mousavi A. Maleki Richard G. Baraniuk 17 58 0 03 Nov 2015
Dictionary and Image Recovery from Incomplete and Random Measurements M. Aghagolzadeh H. Radha 19 2 0 02 Aug 2015
GAP Safe screening rules for sparse multi-task and multi-class models Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 30 80 0 11 Jun 2015
Exponential Series Approaches for Nonparametric Graphical Models Eric Janofsky 27 9 0 11 Jun 2015
Mind the duality gap: safer rules for the Lasso Olivier Fercoq Alexandre Gramfort Joseph Salmon 44 138 0 13 May 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
Multilevel Monte Carlo simulation of a diffusion with non-smooth drift Azzouz Dermoune Daoud Ounaissi Nadji Rahmania 30 0 0 24 Apr 2015
Sparse Multivariate Factor Regression M. Kharratzadeh Mark J. Coates 42 4 0 25 Feb 2015
Model Selection Consistency of Lasso for Empirical Data Yuehan Yang Hu Yang 39 2 0 06 Feb 2015
The Accessible Lasso Models A. Sepehri Naftali Harris 24 6 0 12 Jan 2015
Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso Antoine Bonnefoy Valentin Emiya L. Ralaivola Rémi Gribonval 38 86 0 12 Dec 2014
Robust sketching for multiple square-root LASSO problems Vu Pham L. Ghaoui Arturo Fernandez 31 17 0 30 Oct 2014
A Greedy Homotopy Method for Regression with Nonconvex Constraints Fabian L. Wauthier P. Donnelly 29 1 0 27 Oct 2014
Optimal Two-Step Prediction in Regression Didier Chételat Johannes Lederer Joseph Salmon 40 19 0 18 Oct 2014
Convex Modeling of Interactions with Strong Heredity Asad Haris Daniela Witten N. Simon 27 59 0 13 Oct 2014
Screening Tests for Lasso Problems Z. Xiang Yun Wang Peter J. Ramadge 40 108 0 19 May 2014
Degrees of Freedom and Model Search R. Tibshirani 24 51 0 09 Feb 2014
Inference in High Dimensions with the Penalized Score Test Arend Voorman Ali Shojaie Daniela Witten 38 35 0 12 Jan 2014
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification Venelin Mitov M. Claassen 28 2 0 30 Dec 2013
Exact post-selection inference, with application to the lasso J. Lee Dennis L. Sun Yuekai Sun Jonathan E. Taylor 54 721 0 25 Nov 2013
Nearly Optimal Sample Size in Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 35 27 0 01 Nov 2013
The geometry of least squares in the 21st century Jonathan E. Taylor 33 8 0 30 Sep 2013