Awesome coreset/core-set/subset/sample selection works.

Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.

(CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning

[ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang

Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022

Bayesian Coresets Construction with Accelerated Iterative Hard Thresholding (A-IHT).

Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning

A collection of homework assignments from the Big Data course from Haifa University

An implementation of the algorithms from the camera-ready version of the paper "Coresets for Decision Trees of Signals" (NeurIPS'2021) by Ibrahim Jubran, Ernesto Evgeniy Sanches Shayda, Ilan Newman, and Dan Feldman.

Coreset for Individual Fairness

Coresets for scalable robust pseudo-Bayesian inference

Data Mining course at ETH Zürich.

The final project of the course "Sketching Methods in Data Analysis", given at Tel-Aviv University at Fall 2019

Creating Coreset (small representative of big data) for Fair Regression Problem.