Efficient Sampling for k-Determinantal Point Processes

4 September 2015

Papers citing "Efficient Sampling for k-Determinantal Point Processes"

14 / 14 papers shown

Title
MUSS: Multilevel Subset Selection for Relevance and Diversity Vu Nguyen Andrey Kan 60 0 0 14 Mar 2025
Determinantal Beam Search Clara Meister Martina Forster Ryan Cotterell 19 13 0 14 Jun 2021
Sampling from a $k$ -DPP without looking at all items Daniele Calandriello Michal Derezinski Michal Valko 32 23 0 30 Jun 2020
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes J. Schreurs Michaël Fanuel Johan A. K. Suykens 18 2 0 24 Jun 2020
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 34 77 0 07 May 2020
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm Piotr Indyk S. Mahabadi S. Gharan A. Rezaei 51 21 0 06 Jul 2019
Nyström landmark sampling and regularized Christoffel functions Michaël Fanuel J. Schreurs Johan A. K. Suykens 26 10 0 29 May 2019
Fast determinantal point processes via distortion-free intermediate sampling Michal Derezinski 26 40 0 08 Nov 2018
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes Simon Barthelmé P. Amblard Nicolas M Tremblay 30 10 0 05 Mar 2018
Approximately Optimal Subset Selection for Statistical Design and Modelling Yu Wang N. Le J. Zidek 25 1 0 01 Sep 2017
Zonotope hit-and-run for efficient sampling from projection DPPs G. Gautier Rémi Bardenet Michal Valko 30 18 0 30 May 2017
Low-Rank Factorization of Determinantal Point Processes for Recommendation Mike Gartrell Ulrich Paquet Noam Koenigstein 37 77 0 17 Feb 2016
Diversity Networks: Neural Network Compression Using Determinantal Point Processes Zelda E. Mariet S. Sra 30 129 0 16 Nov 2015
Determinantal point processes for machine learning Alex Kulesza B. Taskar 176 1,125 0 25 Jul 2012