Showing 1–20 of 52 results
/ Date/ Name
Jun 7, 2011A Unified Framework for Approximating and Clustering DataNov 18, 2020Introduction to Core-sets: an Updated SurveyJun 12, 2019Coresets for Gaussian Mixture Models of Any ShapeJun 17, 2017Coresets for Vector Summarization with Applications to Network GraphsMar 5, 2015Dimensionality Reduction of Massive Sparse Datasets Using CoresetsSep 11, 2020Compressed Deep Networks: Goodbye SVD, Hello Robust Low-Rank ApproximationNov 26, 2020Faster Projective Clustering Approximation of Big DataNov 4, 2021A Unified Approach to Coreset LearningJan 22, 2018Secure $k$-ish Nearest Neighbors ClassifierAug 19, 2017Secure Search on the Cloud via Coresets and SketchesNov 29, 2015k-Means for Streaming and Distributed Big Sparse DataFeb 15, 2020Sparse Coresets for SVD on Infinite StreamsJun 9, 2020Coresets for Near-Convex FunctionsJun 11, 2019Fast and Accurate Least-Mean-Squares SolversMar 16, 2019k-Means Clustering of Lines for Big DataJul 2, 2019Tight Sensitivity Bounds For Smaller CoresetsJul 12, 2018Turning Big data into tiny data: Constant-size coresets for k-means, PCA and projective clusteringJan 2, 2019Real-Time EEG Classification via Coresets for BCI ApplicationsOct 7, 2021Coresets for Decision Trees of SignalsOct 11, 2019SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks