Exact sampling of determinantal point processes with sublinear time preprocessing

31 May 2019

Daniele Calandriello

Papers citing "Exact sampling of determinantal point processes with sublinear time preprocessing"

22 / 22 papers shown

Title
MUSS: Multilevel Subset Selection for Relevance and Diversity Vu Nguyen Andrey Kan 82 0 0 14 Mar 2025
Adaptive Sampling for Stochastic Risk-Averse Learning Sebastian Curi Kfir Y. Levy Stefanie Jegelka Andreas Krause 108 54 0 28 Oct 2019
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling Mojmír Mutný Michal Derezinski Andreas Krause 94 21 0 25 Oct 2019
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret Daniele Calandriello Luigi Carratino A. Lazaric Michal Valko Lorenzo Rosasco GP 41 0 0 13 Mar 2019
Rates of Convergence for Sparse Variational Gaussian Process Regression David R. Burt C. Rasmussen Mark van der Wilk 47 153 0 08 Mar 2019
Fast determinantal point processes via distortion-free intermediate sampling Michal Derezinski 58 40 0 08 Nov 2018
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem Victor-Emmanuel Brunel 134 27 0 01 Nov 2018
On Fast Leverage Score Sampling and Optimal Learning Alessandro Rudi Daniele Calandriello Luigi Carratino Lorenzo Rosasco 46 82 0 31 Oct 2018
Correcting the bias in least squares regression with volume-rescaled sampling Michal Derezinski Manfred K. Warmuth Daniel J. Hsu 36 15 0 04 Oct 2018
Active Mini-Batch Sampling using Repulsive Point Processes Cheng Zhang Cengiz Öztireli Stephan Mandt G. Salvi 30 36 0 08 Apr 2018
Distributed Adaptive Sampling for Kernel Matrix Approximation Daniele Calandriello A. Lazaric Michal Valko 112 24 0 27 Mar 2018
Exact Sampling of Determinantal Point Processes without Eigendecomposition Claire Launay B. Galerne A. Desolneux 30 31 0 23 Feb 2018
Leveraged volume sampling for linear regression Michal Derezinski Manfred K. Warmuth Daniel J. Hsu 35 58 0 19 Feb 2018
Fair and Diverse DPP-based Data Summarization L. E. Celis Vijay Keswani D. Straszak Amit Deshpande Tarun Kathuria Nisheeth K. Vishnoi 47 119 0 12 Feb 2018
Zonotope hit-and-run for efficient sampling from projection DPPs G. Gautier Rémi Bardenet Michal Valko 47 18 0 30 May 2017
Unbiased estimates for linear regression via volume sampling Michal Derezinski Manfred K. Warmuth 105 51 0 19 May 2017
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling Chengtao Li Stefanie Jegelka S. Sra 51 38 0 02 Aug 2016
Kronecker Determinantal Point Processes Zelda E. Mariet S. Sra 26 31 0 26 May 2016
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes Nima Anari S. Gharan A. Rezaei 47 130 0 16 Feb 2016
Efficient Sampling for k-Determinantal Point Processes Chengtao Li Stefanie Jegelka S. Sra 122 52 0 04 Sep 2015
Fast Mixing for Discrete Point Processes Patrick Rebeschini Amin Karbasi 45 29 0 06 Jun 2015
Determinantal point processes for machine learning Alex Kulesza B. Taskar 235 1,138 0 25 Jul 2012