Fair Interpolated Transport for Group-Fair Clustering

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Documentation for package ‘FITclust’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

buildTransport	Build a Transport Interpolation
computeTransportMaps	Transport Maps from Groups to the Barycenter
distMatrix	Squared Euclidean Distance Matrix
emGMM	Gaussian Mixture Model by Expectation Maximization
fcm	Fuzzy c-means Clustering
fitSKM	Fair Interpolated Transport, Centroid Variant
fitSMM	Fair Interpolated Transport, Model Variant
fitSSC	Fair Interpolated Transport, Graph Variant
hardViolation	Hard Group-Fairness Violation
procrustesAlign	Procrustes Alignment of Spectral Embeddings
resolveAlpha	Resolve Barycenter Weights
softViolation	Soft Group-Fairness Violation
spectralEmbed	Self-Tuning Spectral Embedding
validateGrid	Validate a Transport-Intensity Grid
wassersteinBarycenter	Wasserstein-2 Barycenter on a Fixed Support