coresets
There are 12 repositories under coresets topic.
lucaslie/torchprune
A research library for pytorch-based neural network pruning, compression, and more.
zalanborsos/bilevel_coresets
Coresets via Bilevel Optimization
jackyzyb/bayesian-coresets-optimization
Bayesian Coresets Construction with Accelerated Iterative Hard Thresholding (A-IHT).
chr-peters/efficient-probit-regression
This is the accompanying code repository for the AISTATS 2022 publication p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets by Alexander Munteanu, Simon Omlor and Christian Peters.
SoniSiddharth/GHCIDR
Geometrical Homogeneous Clustering for Image Data Reduction. An algorithm to reduce large image datasets maintaining similar accuracy.
hmdolatabadi/ACS
[ECCV 2022] The official repository of ''$\ell_\infty$-Robustness and Beyond: Unleashing Efficient Adversarial Training''.
SoniSiddharth/SamplingMethods_in_DataScience
Speeding up clustering algorithms using Sampling techniques (Lightweight Coresets)
transmuteAI/Data-Efficient-Transformers
Official implementation of "Data-Efficient Training of CNNs and Transformers with Coresets: A Stability Perspective"
algo-hhu/bico
BICO is a fast streaming algorithm to compute coresets for the k-means problem on very large sets of points.
Di40/MEB-Anomaly-FW-Optimization
Implementation of three variants of the Frank-Wolfe method for solving the Minimum Enclosing Ball problem, and application to anomaly detection.
pietrobarbiero/meco
MECO: Multi-objective Evolutionary Compression