False Discoveries Occur Early on the Lasso Path

False Discoveries Occur Early on the Lasso Path

5 November 2015

Weijie Su

Emmanuel Candes

Papers citing "False Discoveries Occur Early on the Lasso Path"

14 / 14 papers shown

Title
Training a neural netwok for data reduction and better generalization S. Sardy Maxime van Cutsem Xiaoyu Ma MLT 67 0 0 26 Nov 2024
Transfer Learning for Spatial Autoregressive Models Hao Zeng Wei Zhong Xingbai Xu 31 0 0 20 May 2024
Near-optimal multiple testing in Bayesian linear models with finite-sample FDR control Taejoon Ahn Licong Lin Song Mei 24 3 0 04 Nov 2022
Proximal Subgradient Norm Minimization of ISTA and FISTA Bowen Li Bin Shi Ya-xiang Yuan 21 11 0 03 Nov 2022
Communication-efficient Distributed Newton-like Optimization with Gradients and M-estimators Ziyan Yin 32 0 0 13 Jul 2022
COMBSS: Best Subset Selection via Continuous Optimization S. Moka Benoit Liquet Hou-Ying Zhu Samuel Muller 21 6 0 05 May 2022
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study Yilin Ning Siqi Li M. Ong F. Xie Bibhas Chakraborty Daniel Ting Nan Liu FAtt 11 22 0 10 Jan 2022
Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization Xinyi Zhong Tianhao Wang Zhou-Yang Fan 27 20 0 05 Oct 2021
Whiteout: when do fixed-X knockoffs fail? Xiao Li William Fithian 18 9 0 30 Jun 2021
Adversarial Training Helps Transfer Learning via Better Representations Zhun Deng Linjun Zhang Kailas Vodrahalli Kenji Kawaguchi James Y. Zou GAN 36 52 0 18 Jun 2021
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing Zhiqi Bu Jason M. Klusowski Cynthia Rush Weijie Su 20 43 0 17 Jul 2019
Model selection with lasso-zero: adding straw to the haystack to better find needles Pascaline Descloux S. Sardy 39 10 0 14 May 2018
A modern maximum-likelihood theory for high-dimensional logistic regression Pragya Sur Emmanuel J. Candes 23 285 0 19 Mar 2018
Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms Hussein Hazimeh Rahul Mazumder 17 180 0 05 Mar 2018