Tight sensitivity bounds for smaller coresets

Sets Clustering

Data-independent neural pruning via coresets

Fast and accurate least-mean-squares solvers

k-Means clustering of lines for big data

Provable filter pruning for efficient neural networks

Data-dependent coresets for compressing neural networks with applications to generalization bounds

Coresets for vector summarization with applications to network graphs

Bi-criteria linear-time approximations for generalized k-mean/median/center

k-Means for Streaming and Distributed Big Sparse Data

Dimensionality reduction of massive sparse datasets using coresets

Coresets for visual summarization with applications to loop closure

Fleye on the car: big data meets the internet of things

More constraints, smaller coresets: Constrained matrix approximation of sparse big data

idiary: From gps signals to a text-searchable diary

Coresets for k-segmentation of streaming data

Visual precis generation using coresets

K-robots clustering of moving sensors using coresets

Data reduction for weighted and outlier-resistant clustering

An effective coreset compression algorithm for large scale sensor networks

Communication coverage for independently moving robots

Scalable training of mixture models via coresets

From high definition image to low space optimization

Coresets and sketches for high dimensional subspace approximation problems

Private coresets

A PTAS for k-means clustering based on weak coresets