Determinantal Point Processes for Coresets

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Determinantal Point Processes for Coresets

23 March 2018

Nicolas M Tremblay

Simon Barthelmé

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Papers citing "Determinantal Point Processes for Coresets"

12 / 12 papers shown

Title
Importance Sampling for Nonlinear Models Prakash Palanivelu Rajmohan Fred Roosta 58 0 0 18 May 2025
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification Wenhui Zhu Xiwen Chen Peijie Qiu Aristeidis Sotiras Abolfazl Razi Yalin Wang 77 7 0 04 Jul 2024
RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples Xiwen Chen Huayu Li Rahul Amin Abolfazl Razi 38 3 0 09 Apr 2023
A Faster Sampler for Discrete Determinantal Point Processes Simon Barthelmé Nicolas M Tremblay P. Amblard 31 5 0 31 Oct 2022
Scalable Sampling for Nonsymmetric Determinantal Point Processes Insu Han Mike Gartrell Jennifer Gillenwater Elvis Dohmatob Amin Karbasi 54 4 0 20 Jan 2022
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD Rémi Bardenet Subhro Ghosh Meixia Lin 75 6 0 11 Dec 2021
Introduction to Coresets: Approximated Mean Alaa Maalouf Ibrahim Jubran Dan Feldman 57 6 0 04 Nov 2021
Ensemble Kernel Methods, Implicit Regularization and Determinantal Point Processes J. Schreurs Michaël Fanuel Johan A. K. Suykens 53 2 0 24 Jun 2020
Tight Sensitivity Bounds For Smaller Coresets Alaa Maalouf Adiel Statman Dan Feldman 80 18 0 02 Jul 2019
Nyström landmark sampling and regularized Christoffel functions Michaël Fanuel J. Schreurs Johan A. K. Suykens 86 11 0 29 May 2019
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 83 31 0 23 Feb 2018