bregman-divergence

There are 7 repositories under bregman-divergence topic.

derrickburns/generalized-kmeans-clustering
Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.
Language:HTML299 16 550
dnbaker/minicore
Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.
Language:C++33 3 16
MLO-lab/Uncertainty_Estimates_via_BVD
The official source code to: Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition (AISTATS'23)
Language:Jupyter Notebook10 3 10
juselara1/bregclus
Python implementation of Bregman Hard Clustering and Bregman Soft Clustering as a scikit-learn module.
Language:Python4 2 02
pehlivanian/PartitionSolvers
SWIG bindings for best subset, best partition solvers, multiple flavors, multiple objectives
Language:Python0 2 01
ShotaTakahashi/ApproximateBPG
Approximate Bregman proximal gradient algorithm
Language:Python0 1 00
Vishu26/Non-Convex-Optimization-on-Sphere
Mirror Descent on Sphere Geometry
Language:Python1 0