There are 0 repository under coreset topic.
Awesome coreset/core-set/subset/sample selection works.
[ICML 2021] "Efficient Lottery Ticket Finding: Less Data is More" by Zhenyu Zhang*, Xuxi Chen*, Tianlong Chen*, Zhangyang Wang
(CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning
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.
Creating Coreset (small representative of big data) for Fair Regression Problem.
The final project of the course "Sketching Methods in Data Analysis", given at Tel-Aviv University at Fall 2019