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"

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Title
A simple estimator of the correlation kernel matrix of a determinantal point process Christian Gouriéroux Yang Lu 36 0 0 20 May 2025
On determinantal point processes with nonsymmetric kernels Poinas Arnaud 28 1 0 05 Jun 2024
A Faster Sampler for Discrete Determinantal Point Processes Simon Barthelmé Nicolas M Tremblay P. Amblard 31 5 0 31 Oct 2022
Sparsification of the regularized magnetic Laplacian with multi-type spanning forests Michaël Fanuel Rémi Bardenet 137 4 0 31 Aug 2022
Lazy and Fast Greedy MAP Inference for Determinantal Point Process Shinichi Hemmi Taihei Oki Shinsaku Sakaue K. Fujii Satoru Iwata 40 4 0 13 Jun 2022
Hardness of Maximum Likelihood Learning of DPPs Elena Grigorescu Brendan Juba K. Wimmer Ning Xie 19 5 0 24 May 2022
Scalable Sampling for Nonsymmetric Determinantal Point Processes Insu Han Mike Gartrell Jennifer Gillenwater Elvis Dohmatob Amin Karbasi 54 4 0 20 Jan 2022
Wasserstein Learning of Determinantal Point Processes Lucas Anquetil Mike Gartrell A. Rakotomamonjy Ugo Tanielian Clément Calauzènes 17 2 0 19 Nov 2020
Learning from DPPs via Sampling: Beyond HKPV and symmetry Rémi Bardenet Subhro Ghosh 23 1 0 08 Jul 2020
Sampling from a $k$ -DPP without looking at all items Daniele Calandriello Michal Derezinski Michal Valko 61 24 0 30 Jun 2020
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes J. Schreurs Michaël Fanuel Johan A. K. Suykens 53 2 0 24 Jun 2020
Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes Mike Gartrell Insu Han Elvis Dohmatob Jennifer Gillenwater Victor-Emmanuel Brunel 60 16 0 17 Jun 2020
Exact sampling of determinantal point processes with sublinear time preprocessing Michal Derezinski Daniele Calandriello Michal Valko 95 55 0 31 May 2019
Nyström landmark sampling and regularized Christoffel functions Michaël Fanuel J. Schreurs Johan A. K. Suykens 86 11 0 29 May 2019
DPPy: Sampling DPPs with Python G. Gautier Guillermo Polito Rémi Bardenet Michal Valko GP 19 2 0 19 Sep 2018