splitmerge_LSS.hpp File Reference

Locality Sensitive Sampling (LSS) Split-Merge sampler implementation. More...

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

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Classes
class	SplitMerge_LSS
	Locality Sensitive Sampling (LSS) Split-Merge sampler for Bayesian nonparametric models. More...

Detailed Description

Locality Sensitive Sampling (LSS) Split-Merge sampler implementation.

This file contains the implementation of the LSS Split-Merge algorithm, an optimized variant of split-merge sampling that uses locality sensitive sampling for selecting anchor points. LSS provides computational advantages for large datasets by leveraging similarity information while maintaining theoretical properties of split-merge algorithms.

Author

Filippo Galli

Date

2025