splitmerge_LSS.cpp File Reference

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

#include "splitmerge_LSS.hpp"
#include <random>

Detailed Description

Implementation of Locality Sensitive Sampling (LSS) Split-Merge sampler.

This file contains the complete implementation of the SplitMerge_LSS class, which provides an optimized variant of split-merge sampling using locality sensitive sampling for anchor point selection and sequential allocation for proposal generation. This approach offers computational advantages for large datasets.

Author

Filippo Galli

Date

2025