Birth-death dynamics for sampling: Global convergence, approximations and their asymptotics

Yulong Lu, Dejan Slepčev, Lihan Wang

Motivated by the challenge of sampling Gibbs measures with nonconvex potentials, we study a continuum birth-death dynamics. We improve results in previous works [51,57] and provide…