Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes

24 June 2020

Papers citing "Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes"

15 / 15 papers shown

Title
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 51 78 0 07 May 2020
Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nyström method Michal Derezinski Rajiv Khanna Michael W. Mahoney 46 10 0 21 Feb 2020
Diversity sampling is an implicit regularization for kernel methods Michaël Fanuel J. Schreurs Johan A. K. Suykens 53 14 0 20 Feb 2020
Exact expressions for double descent and implicit regularization via surrogate random design Michal Derezinski Feynman T. Liang Michael W. Mahoney 55 78 0 10 Dec 2019
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling Mojmír Mutný Michal Derezinski Andreas Krause 94 21 0 25 Oct 2019
Nyström landmark sampling and regularized Christoffel functions Michaël Fanuel J. Schreurs Johan A. K. Suykens 57 11 0 29 May 2019
Reconciling modern machine learning practice and the bias-variance trade-off M. Belkin Daniel J. Hsu Siyuan Ma Soumik Mandal 197 1,638 0 28 Dec 2018
On Fast Leverage Score Sampling and Optimal Learning Alessandro Rudi Daniele Calandriello Luigi Carratino Lorenzo Rosasco 46 82 0 31 Oct 2018
Determinantal Point Processes for Coresets Nicolas M Tremblay Simon Barthelmé P. Amblard 42 32 0 23 Mar 2018
Exact Sampling of Determinantal Point Processes without Eigendecomposition Claire Launay B. Galerne A. Desolneux 28 31 0 23 Feb 2018
Distributed learning with regularized least squares Shaobo Lin Xin Guo Ding-Xuan Zhou 129 191 0 11 Aug 2016
Efficient Sampling for k-Determinantal Point Processes Chengtao Li Stefanie Jegelka S. Sra 122 52 0 04 Sep 2015
A Divide-and-Conquer Solver for Kernel Support Vector Machines Cho-Jui Hsieh Si Si Inderjit S. Dhillon 70 169 0 04 Nov 2013
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 132 282 0 09 Aug 2012
Determinantal point processes for machine learning Alex Kulesza B. Taskar 235 1,134 0 25 Jul 2012