Localized consensus-based sampling approximates a proximal operator with a weighted mean, yielding an affine-invariant sampler that is exact for Gaussian targets and robust on multimodal targets in experiments.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.NA 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
A localized consensus-based sampling algorithm
Localized consensus-based sampling approximates a proximal operator with a weighted mean, yielding an affine-invariant sampler that is exact for Gaussian targets and robust on multimodal targets in experiments.