2024
Parallel Affine Transformation Tuning of Markov Chain Monte Carlo
ICML 2024poster
The performance of Markov chain Monte Carlo samplers strongly depends on the properties of the target distribution such as its covariance structure, the location of its probability mass and its tail behavior. We explore the use of bijective affine transformations of the sample space to improve the p…