2 problems

0 votes0 replies0 views
Weak-error theorem conjecture for approximations of the Bouncy Particle Sampler
Let the Bouncy Particle Sampler (BPS) be approximated according to Algorithm $\$ , and suppose the assumptions of $\$ hold. BPS weak-error conjecture. Theorem $\$ holds for these ap…
Conjectureopenbouncy-particle-sampler piecewise-deterministic-markov-processes weak-error-analysisarXiv posted 2 days ago
0 votes0 replies0 views
Low-dimensionality conjecture for functions exhibiting dimension-free BPS behavior
Let $\pi$ be the target probability distribution, and let $L^2(\pi)$ denote the space of square-integrable functions with respect to $\pi$ . Consider functions whose computational b…
Conjectureopenbouncy-particle-sampler high-dimensional-probability markov-chain-monte-carloarXiv posted 2 days ago

Weak-error theorem conjecture for approximations of the Bouncy Particle Sampler