Monte Carlo with Determinantal Point Processes

2 May 2016

Papers citing "Monte Carlo with Determinantal Point Processes"

15 / 15 papers shown

Title
An analysis of Ermakov-Zolotukhin quadrature using kernels Ayoub Belhadji 32 11 0 03 Sep 2023
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence Rémi Leluc Franccois Portier Johan Segers Aigerim Zhuman 36 7 0 10 May 2023
On estimating the structure factor of a point process, with applications to hyperuniformity D. Hawat G. Gautier Rémi Bardenet R. Lachièze-Rey 43 11 0 16 Mar 2022
A novel sampler for Gauss-Hermite determinantal point processes with application to Monte Carlo integration Nicholas P. Baskerville 35 0 0 15 Mar 2022
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD Rémi Bardenet Subhro Ghosh Meixia Lin 24 6 0 11 Dec 2021
Kernel Thinning Raaz Dwivedi Lester W. Mackey 39 37 0 12 May 2021
Asymptotic approximation of the likelihood of stationary determinantal point processes Arnaud Poinas F. Lavancier 13 5 0 03 Mar 2021
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 34 77 0 07 May 2020
$Monte Carlo integration of non-differentiable functions on $[0,1]^ι$, $ι=1,\dots,d$, using a single determinantal point pattern defined on $[0,1]^d$$ Monte Carlo integration of non-differentiable functions on $[0,1]^ι$ , $ι=1,\dots,d$ , using a single determinantal point pattern defined on $[0,1]^d$ Jean‐François Coeurjolly Adrien Mazoyer P. Amblard 37 7 0 28 Feb 2020
Diversity sampling is an implicit regularization for kernel methods Michaël Fanuel J. Schreurs Johan A. K. Suykens 21 14 0 20 Feb 2020
Kernel quadrature with DPPs Ayoub Belhadji Rémi Bardenet P. Chainais 28 39 0 18 Jun 2019
Fast determinantal point processes via distortion-free intermediate sampling Michal Derezinski 26 40 0 08 Nov 2018
Monte Carlo integration with a growing number of control variates François Portier Johan Segers 34 27 0 05 Jan 2018
Mixing properties and central limit theorem for associated point processes Arnaud Poinas B. Delyon F. Lavancier 13 22 0 05 May 2017
Determinantal point processes for machine learning Alex Kulesza B. Taskar 176 1,125 0 25 Jul 2012