On tight bounds for the Lasso

3 April 2018

Papers citing "On tight bounds for the Lasso"

16 / 16 papers shown

Title
Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps Jonathan A. Kelner Frederic Koehler Raghu Meka Dhruv Rohatgi 59 2 0 23 Feb 2024
On the design-dependent suboptimality of the Lasso Reese Pathak Cong Ma 72 5 0 01 Feb 2024
Cooperative Thresholded Lasso for Sparse Linear Bandit Haniyeh Barghi Xiaotong Cheng S. Maghsudi 80 0 0 30 May 2023
Feature Adaptation for Sparse Linear Regression Jonathan A. Kelner Frederic Koehler Raghu Meka Dhruv Rohatgi 56 8 0 26 May 2023
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits Kyoungseok Jang Chicheng Zhang Kwang-Sung Jun 174 14 0 25 Oct 2022
Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs Jonathan A. Kelner Frederic Koehler Raghu Meka Dhruv Rohatgi 45 3 0 05 Mar 2022
Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients Fan Wang Oscar Hernan Madrid Padilla Yi Yu Alessandro Rinaldo 90 5 0 27 Oct 2021
On the Power of Preconditioning in Sparse Linear Regression Jonathan A. Kelner Frederic Koehler Raghu Meka Dhruv Rohatgi 47 17 0 17 Jun 2021
On a phase transition in general order spline regression Yandi Shen Q. Han Fang Han 74 5 0 23 Apr 2020
Localizing Changes in High-Dimensional Vector Autoregressive Processes Daren Wang Yi Yu Alessandro Rinaldo Rebecca Willett 85 22 0 12 Sep 2019
Harmless interpolation of noisy data in regression Vidya Muthukumar Kailas Vodrahalli Vignesh Subramanian A. Sahai 84 203 0 21 Mar 2019
Oracle inequalities for square root analysis estimators with application to total variation penalties Francesco Ortelli Sara van de Geer 48 6 0 28 Feb 2019
Synthesis and analysis in total variation regularization Francesco Ortelli Sara van de Geer 44 12 0 18 Jan 2019
On the total variation regularized estimator over a class of tree graphs Francesco Ortelli Sara van de Geer 47 19 0 04 Jun 2018
The noise barrier and the large signal bias of the Lasso and other convex estimators Pierre C. Bellec 63 18 0 04 Apr 2018
Adaptive Risk Bounds in Univariate Total Variation Denoising and Trend Filtering Adityanand Guntuboyina Donovan Lieu S. Chatterjee B. Sen 82 67 0 16 Feb 2017