R code for fitting Bayesian Forest Clustering Model

aka: The generative model for spectral clustering

"Bayesian Spectral Clustering"

Check out our paper for details.

https://arxiv.org/abs/2202.00493

Email us if there's any question.

In this repo, we provide three examples:

1. Clustering data that are from a mixture model with non-Gaussian kernels

uq_mixture_model_data_t_dist.r

2. Clustering data that are near several manifolds

uq_near_manifold.r

3. Clustering high-dimensional image data using sparse representation (Yale B photos)

uq_high_dimesion_clustering.r