Fast DPP Sampling for Nyström with Application to Kernel Methods

19 March 2016

Papers citing "Fast DPP Sampling for Nyström with Application to Kernel Methods"

10 / 10 papers shown

Title
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes Nima Anari S. Gharan A. Rezaei 36 129 0 16 Feb 2016
Gauss quadrature for matrix inverse forms with applications Chengtao Li S. Sra Stefanie Jegelka 35 17 0 07 Dec 2015
Efficient Sampling for k-Determinantal Point Processes Chengtao Li Stefanie Jegelka S. Sra 112 52 0 04 Sep 2015
Less is More: Nyström Computational Regularization Alessandro Rudi Raffaello Camoriano Lorenzo Rosasco 36 277 0 16 Jul 2015
Fast Mixing for Discrete Point Processes Patrick Rebeschini Amin Karbasi 37 29 0 06 Jun 2015
Fast Randomized Kernel Methods With Statistical Guarantees A. Alaoui Michael W. Mahoney 73 90 0 02 Nov 2014
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 94 414 0 07 Mar 2013
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 116 282 0 09 Aug 2012
Determinantal point processes for machine learning Alex Kulesza B. Taskar 213 1,130 0 25 Jul 2012
On landmark selection and sampling in high-dimensional data analysis M. Belabbas P. Wolfe 61 34 0 24 Jun 2009