Structured Sparsity and Generalization

17 August 2011

Papers citing "Structured Sparsity and Generalization"

13 / 13 papers shown

Title
Towards Demystifying the Generalization Behaviors When Neural Collapse Emerges Peifeng Gao Qianqian Xu Yibo Yang Peisong Wen Huiyang Shao Zhiyong Yang Guohao Li Qingming Huang AAML 31 3 0 12 Oct 2023
Stability and Risk Bounds of Iterative Hard Thresholding Xiao-Tong Yuan P. Li 37 12 0 17 Mar 2022
Sparse Group Inductive Matrix Completion Ivan Nazarov B. Shirokikh M. Burkina G. Fedonin Maxim Panov 20 10 0 27 Apr 2018
Bounds on the prediction error of penalized least squares estimators with convex penalty Pierre C. Bellec Alexandre B. Tsybakov 13 43 0 21 Sep 2016
Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality Vikas Sindhwani H. Q. Minh A. Lozano 59 59 0 09 Aug 2014
New Perspectives on k-Support and Cluster Norms Andrew M. McDonald Massimiliano Pontil Dimitris Stamos 61 58 0 06 Mar 2014
Multi-Task Classification Hypothesis Space with Improved Generalization Bounds Cong Li M. Georgiopoulos G. Anagnostopoulos 50 13 0 09 Dec 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization Ryota Tomioka Taiji Suzuki 33 152 0 26 Mar 2013
Weakly decomposable regularization penalties and structured sparsity Sara van de Geer 82 63 0 21 Apr 2012
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 85 181 0 03 Oct 2011
Oracle Inequalities and Optimal Inference under Group Sparsity Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 133 378 0 11 Jul 2010
Elastic-Net Regularization in Learning Theory C. D. Mol Ernesto De Vito Lorenzo Rosasco OOD CML 110 306 0 22 Jul 2008
High-dimensional additive modeling L. Meier Sara van de Geer Peter Buhlmann 195 481 0 25 Jun 2008