Strong Coresets for Hard and Soft Bregman Clustering with Applications
to Exponential Family Mixtures

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Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures

21 August 2015

Olivier Bachem

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Papers citing "Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures"

14 / 14 papers shown

Title
Black-box Coreset Variational Inference Dionysis Manousakas H. Ritter Theofanis Karaletsos BDL 63 4 0 04 Nov 2022
Obstacle Aware Sampling for Path Planning M. Tukan Alaa Maalouf Dan Feldman Roi Poranne 96 8 0 08 Mar 2022
Introduction to Coresets: Approximated Mean Alaa Maalouf Ibrahim Jubran Dan Feldman 60 6 0 04 Nov 2021
A Unified Approach to Coreset Learning Alaa Maalouf Gilad Eini Ben Mussay Dan Feldman Margarita Osadchy DD 75 18 0 04 Nov 2021
Coresets for Near-Convex Functions M. Tukan Alaa Maalouf Dan Feldman 90 43 0 09 Jun 2020
Importance Sampling via Local Sensitivity Anant Raj Cameron Musco Lester W. Mackey 98 6 0 04 Nov 2019
Real-Time EEG Classification via Coresets for BCI Applications Eitan Netzer A. Frid Dan Feldman 36 29 0 02 Jan 2019
On Coresets for Logistic Regression Alexander Munteanu Chris Schwiegelshohn C. Sohler David P. Woodruff 106 110 0 22 May 2018
One-Shot Coresets: The Case of k-Clustering Olivier Bachem Mario Lucic Silvio Lattanzi 76 40 0 27 Nov 2017
Automated Scalable Bayesian Inference via Hilbert Coresets Trevor Campbell Tamara Broderick 99 127 0 13 Oct 2017
Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication Agniva Chowdhury Jiasen Yang P. Drineas 18 0 0 29 May 2017
Practical Coreset Constructions for Machine Learning Olivier Bachem Mario Lucic Andreas Krause 79 186 0 19 Mar 2017
Scalable k-Means Clustering via Lightweight Coresets Olivier Bachem Mario Lucic Andreas Krause 48 21 0 27 Feb 2017
Coresets for Scalable Bayesian Logistic Regression Jonathan H. Huggins Trevor Campbell Tamara Broderick 86 219 0 20 May 2016