conftrace_

coreset construction

40 papers

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Co-occurring keywords

k-means clustering (235) approximation algorithm (630) streaming algorithm (131) logistic regression (386) sensitivity sampling (10) k-median clustering (31) kernel methods (1097) determinantal point process (140) matrix approximation (89) subspace approximation (8)

Papers

Fast Noise Removal for k-Means Clustering AISTATS 2020
Rk-means: Fast Clustering for Relational Data AISTATS 2020
Coresets for Data-efficient Training of Machine Learning Models ICML 2020
Coresets for Near-Convex Functions NIPS 2020
On Coresets for Regularized Regression ICML 2020
Sets Clustering ICML 2020
Automated Scalable Bayesian Inference via Hilbert Coresets JMLR 2019
Determinantal Point Processes for Coresets JMLR 2019
Coresets for Archetypal Analysis NIPS 2019
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018
Coresets for Scalable Bayesian Logistic Regression NIPS 2016
Efficient Sampling for k-Determinantal Point Processes AISTATS 2016
Coresets for Nonparametric Estimation - the Case of DP-Means ICML 2015
Coresets for k-Segmentation of Streaming Data NIPS 2014
Distributed $k$-means and $k$-median Clustering on General Topologies NIPS 2013