Monte Carlo with Determinantal Point Processes

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Monte Carlo with Determinantal Point Processes

2 May 2016

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Papers citing "Monte Carlo with Determinantal Point Processes"

18 / 18 papers shown

Title
Stationary MMD Points for Cubature Zonghao Chen Toni Karvonen Heishiro Kanagawa F. Briol Chris J. Oates 74 0 0 27 May 2025
An analysis of Ermakov-Zolotukhin quadrature using kernels Ayoub Belhadji 59 13 0 03 Sep 2023
Speeding up Monte Carlo Integration: Control Neighbors for Optimal Convergence Rémi Leluc Franccois Portier Johan Segers Aigerim Zhuman 81 8 0 10 May 2023
A Faster Sampler for Discrete Determinantal Point Processes Simon Barthelmé Nicolas M Tremblay P. Amblard 31 5 0 31 Oct 2022
On estimating the structure factor of a point process, with applications to hyperuniformity D. Hawat G. Gautier Rémi Bardenet R. Lachièze-Rey 62 11 0 16 Mar 2022
A novel sampler for Gauss-Hermite determinantal point processes with application to Monte Carlo integration Nicholas P. Baskerville 59 0 0 15 Mar 2022
Uphill Roads to Variational Tightness: Monotonicity and Monte Carlo Objectives Pierre-Alexandre Mattei J. Frellsen 51 4 0 26 Jan 2022
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD Rémi Bardenet Subhro Ghosh Meixia Lin 75 6 0 11 Dec 2021
Kernel Thinning Raaz Dwivedi Lester W. Mackey 195 39 0 12 May 2021
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 76 81 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 81 7 0 28 Feb 2020
Diversity sampling is an implicit regularization for kernel methods Michaël Fanuel J. Schreurs Johan A. K. Suykens 63 14 0 20 Feb 2020
Kernel quadrature with DPPs Ayoub Belhadji Rémi Bardenet P. Chainais 73 41 0 18 Jun 2019
Fast determinantal point processes via distortion-free intermediate sampling Michal Derezinski 86 40 0 08 Nov 2018
A Polynomial Time MCMC Method for Sampling from Continuous DPPs S. Gharan A. Rezaei 43 4 0 20 Oct 2018
Determinantal Point Processes for Coresets Nicolas M Tremblay Simon Barthelmé P. Amblard 73 32 0 23 Mar 2018
Monte Carlo integration with a growing number of control variates François Portier Johan Segers 77 28 0 05 Jan 2018
Mixing properties and central limit theorem for associated point processes Arnaud Poinas B. Delyon F. Lavancier 54 22 0 05 May 2017