Super-Linear Convergence of Dual Augmented-Lagrangian Algorithm for Sparsity Regularized Estimation

20 November 2009

Papers citing "Super-Linear Convergence of Dual Augmented-Lagrangian Algorithm for Sparsity Regularized Estimation"

17 / 17 papers shown

Title
A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces Tobia Boschi Francesca Bonin Rodrigo Ordonez-Hurtado Alessandra Pascale Jonathan Epperlein 45 4 0 11 Jan 2024
FAStEN: an efficient adaptive method for feature selection and estimation in high-dimensional functional regressions Tobia Boschi Lorenzo Testa Francesca Chiaromonte M. Reimherr 36 6 0 26 Mar 2023
Two-Stage Robust and Sparse Distributed Statistical Inference for Large-Scale Data Emadaldin Mozafari-Majd V. Koivunen 53 4 0 17 Aug 2022
Complexity of Inexact Proximal Point Algorithm for minimizing convex functions with Holderian Growth A. Pătraşcu Paul Irofti 50 0 0 10 Aug 2021
Crowd Scene Analysis by Output Encoding Yao Xue Siming Liu Yonghui Li Xueming Qian 24 5 0 27 Jan 2020
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection Yao Xue G. Bigras J. Hugh Nilanjan Ray 35 24 0 07 Oct 2018
Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing Yao Xue Nilanjan Ray 38 22 0 10 Aug 2017
Localized Lasso for High-Dimensional Regression M. Yamada Koh Takeuchi Tomoharu Iwata John Shawe-Taylor Samuel Kaski 88 50 0 22 Mar 2016
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification Kishan Wimalawarne Ryota Tomioka Masashi Sugiyama 63 36 0 06 Sep 2015
Learning a Common Substructure of Multiple Graphical Gaussian Models Satoshi Hara Takashi Washio CML 89 33 0 01 Mar 2012
High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso M. Yamada Wittawat Jitkrittum Leonid Sigal Eric Xing Masashi Sugiyama 142 300 0 02 Feb 2012
Regularization Strategies and Empirical Bayesian Learning for MKL Ryota Tomioka Taiji Suzuki 67 15 0 13 Nov 2010
Estimation of low-rank tensors via convex optimization Ryota Tomioka K. Hayashi H. Kashima 151 208 0 05 Oct 2010
Modeling sparse connectivity between underlying brain sources for EEG/MEG Stefan Haufe Ryota Tomioka Guido Nolte K. Müller M. Kawanabe 65 113 0 12 Dec 2009
Dual Augmented Lagrangian Method for Efficient Sparse Reconstruction Ryota Tomioka Masashi Sugiyama 47 88 0 03 Apr 2009
Sparse Online Learning via Truncated Gradient John Langford Lihong Li Tong Zhang 105 486 0 28 Jun 2008
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 327 2,527 0 07 Jan 2008