The Squared-Error of Generalized LASSO: A Precise Analysis

4 November 2013

Papers citing "The Squared-Error of Generalized LASSO: A Precise Analysis"

17 / 17 papers shown

Title
Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem Simon Segert 32 0 0 18 Nov 2023
Optimal Regularization for a Data Source Oscar Leong Eliza O'Reilly Yong Sheng Soh V. Chandrasekaran 25 4 0 27 Dec 2022
Beyond Independent Measurements: General Compressed Sensing with GNN Application Alireza Naderi Y. Plan 29 4 0 30 Oct 2021
Label-Imbalanced and Group-Sensitive Classification under Overparameterization Ganesh Ramachandra Kini Orestis Paraskevas Samet Oymak Christos Thrampoulidis 27 93 0 02 Mar 2021
Learning curves of generic features maps for realistic datasets with a teacher-student model Bruno Loureiro Cédric Gerbelot Hugo Cui Sebastian Goldt Florent Krzakala M. Mézard Lenka Zdeborová 35 135 0 16 Feb 2021
Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural Networks Xiangyu Chang Yingcong Li Samet Oymak Christos Thrampoulidis 35 50 0 16 Dec 2020
Precise Statistical Analysis of Classification Accuracies for Adversarial Training Adel Javanmard Mahdi Soltanolkotabi AAML 26 62 0 21 Oct 2020
Exploring Weight Importance and Hessian Bias in Model Pruning Mingchen Li Yahya Sattar Christos Thrampoulidis Samet Oymak 28 3 0 19 Jun 2020
A Model of Double Descent for High-dimensional Binary Linear Classification Zeyu Deng A. Kammoun Christos Thrampoulidis 36 144 0 13 Nov 2019
Subset selection in sparse matrices Alberto Del Pia Santanu S. Dey R. Weismantel 11 6 0 05 Oct 2018
High-Dimensional Estimation of Structured Signals from Non-Linear Observations with General Convex Loss Functions Martin Genzel 30 45 0 10 Feb 2016
Universality laws for randomized dimension reduction, with applications Samet Oymak J. Tropp 52 109 0 30 Nov 2015
A Geometric View on Constrained M-Estimators Yen-Huan Li Ya-Ping Hsieh N. Zerbib V. Cevher 19 6 0 26 Jun 2015
The LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements Christos Thrampoulidis Ehsan Abbasi B. Hassibi 33 116 0 06 Jun 2015
Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques Eric W. Tramel Santhosh Kumar A. Giurgiu Andrea Montanari 26 11 0 19 Sep 2014
Tight convex relaxations for sparse matrix factorization E. Richard G. Obozinski Jean-Philippe Vert 59 43 0 19 Jul 2014
A new perspective on least squares under convex constraint S. Chatterjee 51 114 0 04 Feb 2014