Bayesian Coresets Construction with Accelerated Iterative Hard Thresholding (A-IHT).
-
Updated
Apr 8, 2021 - Python
#
coresets
Here are 7 public repositories matching this topic...
Geometrical Homogeneous Clustering for Image Data Reduction. An algorithm to reduce large image datasets maintaining similar accuracy.
machine-learning
neural-network
clustering
ml
reduction
mnist
image-dataset
fcn
kmeans-clustering
cifar10
k-nearest-neighbours
homogeneous
fmnist
coresets
vgg1
-
Updated
Jul 8, 2021 - Python
[ECCV 2022] The official repository of ''$\ell_\infty$-Robustness and Beyond: Unleashing Efficient Adversarial Training''.
deep-neural-networks
robustness
adversarial-attacks
adversarial-training
efficient-training
coresets
-
Updated
Aug 10, 2023 - Python
Speeding up clustering algorithms using Sampling techniques (Lightweight Coresets)
data-science
uniform
kmedoids-clustering
kmeans-clustering
bisecting-kmeans-clustring
sampling-methods
svd-factorization
clustering-algorithms
leverage-score
k-centers
coresets
lightweight-coresets
volume-sampling
-
Updated
May 22, 2021 - Python
MECO: Multi-objective Evolutionary Compression
machine-learning
sklearn
feature-selection
evolutionary-algorithms
multi-objective-optimization
optimization-algorithms
compression-algorithm
nsga-ii
lossy-compression
coresets
-
Updated
Jun 18, 2022 - Python
Implementation of three variants of the Frank-Wolfe method for solving the Minimum Enclosing Ball problem, and application to anomaly detection.
-
Updated
Sep 28, 2023 - Python
Improve this page
Add a description, image, and links to the coresets topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the coresets topic, visit your repo's landing page and select "manage topics."