Exact Sampling of Determinantal Point Processes without
Eigendecomposition

v1v2v3v4v5 (latest)

Exact Sampling of Determinantal Point Processes without Eigendecomposition

23 February 2018

ArXiv (abs)PDF HTML

Papers citing "Exact Sampling of Determinantal Point Processes without Eigendecomposition"

16 / 16 papers shown

Title
Exact sampling of determinantal point processes with sublinear time preprocessing Michal Derezinski Daniele Calandriello Michal Valko 56 55 0 31 May 2019
Determinantal thinning of point processes with network learning applications B. Błaszczyszyn H. P. Keeler 33 16 0 09 Oct 2018
Determinantal Point Processes for Coresets Nicolas M Tremblay Simon Barthelmé P. Amblard 50 32 0 23 Mar 2018
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes Simon Barthelmé P. Amblard Nicolas M Tremblay 50 10 0 05 Mar 2018
Optimized Algorithms to Sample Determinantal Point Processes Nicolas M Tremblay Simon Barthelmé P. Amblard 47 16 0 23 Feb 2018
Rates of estimation for determinantal point processes Victor-Emmanuel Brunel Ankur Moitra Philippe Rigollet John C. Urschel 69 16 0 03 Jun 2017
Zonotope hit-and-run for efficient sampling from projection DPPs G. Gautier Rémi Bardenet Michal Valko 47 18 0 30 May 2017
Determinantal Point Processes for Mini-Batch Diversification Cheng Zhang Hedvig Kjellström Stephan Mandt 69 35 0 01 May 2017
Learning Determinantal Point Processes in Sublinear Time Christophe Dupuy Francis R. Bach 34 26 0 19 Oct 2016
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling Chengtao Li Stefanie Jegelka S. Sra 61 38 0 02 Aug 2016
Low-Rank Factorization of Determinantal Point Processes for Recommendation Mike Gartrell Ulrich Paquet Noam Koenigstein 63 77 0 17 Feb 2016
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes Nima Anari S. Gharan A. Rezaei 52 130 0 16 Feb 2016
Efficient Sampling for k-Determinantal Point Processes Chengtao Li Stefanie Jegelka S. Sra 127 52 0 04 Sep 2015
Determinantal point processes for machine learning Alex Kulesza B. Taskar 254 1,140 0 25 Jul 2012
Determinantal point process models and statistical inference : Extended version F. Lavancier Jesper Møller E. Rubak 89 240 0 22 May 2012
Learning Determinantal Point Processes Alex Kulesza B. Taskar 84 162 0 14 Feb 2012