Exact Sampling of Determinantal Point Processes without
Eigendecomposition

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Exact Sampling of Determinantal Point Processes without Eigendecomposition

23 February 2018

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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 31 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 32 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 124 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

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