splitmerge.hpp File Reference

Split-Merge MCMC sampler implementation for Bayesian nonparametric models. More...

#include "../utils/Sampler.hpp"

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Classes
class	SplitMerge
	Split-Merge sampler for Bayesian nonparametric mixture models. More...

Detailed Description

Split-Merge MCMC sampler implementation for Bayesian nonparametric models.

This file contains the implementation of the split-merge algorithm, an advanced MCMC method that uses joint updates through split, merge, and shuffle moves. The algorithm provides better mixing than sequential methods for complex clustering structures.

Author

Filippo Galli

Date

2025