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Efficient Sampling for k-Determinantal Point Processes

4 September 2015

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

22 / 22 papers shown

Title
MUSS: Multilevel Subset Selection for Relevance and Diversity Vu Nguyen Andrey Kan 112 0 0 14 Mar 2025
Determinantal Beam Search Clara Meister Martina Forster Ryan Cotterell 76 13 0 14 Jun 2021
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 62 2 0 24 Jun 2020
Determinantal Point Processes in Randomized Numerical Linear Algebra Michal Derezinski Michael W. Mahoney 78 81 0 07 May 2020
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm Piotr Indyk S. Mahabadi S. Gharan A. Rezaei 102 21 0 06 Jul 2019
Exact sampling of determinantal point processes with sublinear time preprocessing Michal Derezinski Daniele Calandriello Michal Valko 105 55 0 31 May 2019
Nyström landmark sampling and regularized Christoffel functions Michaël Fanuel J. Schreurs Johan A. K. Suykens 99 11 0 29 May 2019
Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression Michal Derezinski K. Clarkson Michael W. Mahoney Manfred K. Warmuth 113 25 0 04 Feb 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 51 4 0 20 Oct 2018
Correcting the bias in least squares regression with volume-rescaled sampling Michal Derezinski Manfred K. Warmuth Daniel J. Hsu 60 15 0 04 Oct 2018
Active Mini-Batch Sampling using Repulsive Point Processes Cheng Zhang Cengiz Öztireli Stephan Mandt G. Salvi 92 36 0 08 Apr 2018
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes Simon Barthelmé P. Amblard Nicolas M Tremblay 66 10 0 05 Mar 2018
Exact Sampling of Determinantal Point Processes without Eigendecomposition Claire Launay B. Galerne A. Desolneux 107 31 0 23 Feb 2018
Fair and Diverse DPP-based Data Summarization L. E. Celis Vijay Keswani D. Straszak Amit Deshpande Tarun Kathuria Nisheeth K. Vishnoi 93 122 0 12 Feb 2018
Faster Greedy MAP Inference for Determinantal Point Processes Insu Han P. Kambadur KyoungSoo Park Jinwoo Shin 81 25 0 09 Mar 2017
Learning Determinantal Point Processes in Sublinear Time Christophe Dupuy Francis R. Bach 78 26 0 19 Oct 2016
Fast DPP Sampling for Nyström with Application to Kernel Methods Chengtao Li Stefanie Jegelka S. Sra 97 76 0 19 Mar 2016
Low-Rank Factorization of Determinantal Point Processes for Recommendation Mike Gartrell Ulrich Paquet Noam Koenigstein 79 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 92 130 0 16 Feb 2016
Diversity Networks: Neural Network Compression Using Determinantal Point Processes Zelda E. Mariet S. Sra 150 129 0 16 Nov 2015