splitmerge_SAMS.hpp File Reference

Sequential Allocation Merge-Split (SAMS) sampler implementation. More...

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

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Classes
class	SplitMerge_SAMS
	Sequential Allocation Merge-Split (SAMS) sampler for Bayesian nonparametric models. More...

Detailed Description

Sequential Allocation Merge-Split (SAMS) sampler implementation.

This file contains the implementation of the SAMS algorithm, an optimized variant of split-merge sampling that uses sequential allocation for proposal generation. SAMS provides computational advantages for large datasets while maintaining theoretical properties of split-merge algorithms.

Author

Filippo Galli

Date

2025