coreset construction

Streaming and Distributed Algorithms for Robust Column Subset Selection ICML 2021 Coresets for Clustering in Graphs of Bounded Treewidth ICML 2020 Coresets for Data-efficient Training of Machine Learning Models ICML 2020 Coresets for Near-Convex Functions NeurIPS 2020 Fast Noise Removal for k-Means Clustering AISTATS 2020 On Coresets for Regularized Regression ICML 2020 Rk-means: Fast Clustering for Relational Data AISTATS 2020 Sets Clustering ICML 2020 Automated Scalable Bayesian Inference via Hilbert Coresets JMLR 2019 Coresets for Archetypal Analysis NeurIPS 2019 Determinantal Point Processes for Coresets JMLR 2019 Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018 Coresets for Scalable Bayesian Logistic Regression NeurIPS 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 NeurIPS 2014 Distributed k-means and k-median Clustering on General Topologies NeurIPS 2013 Scalable Training of Mixture Models via Coresets NeurIPS 2011