2 papers
math.ST2026
Time-complexity of sampling from a multimodal distribution using sequential Monte Carlo
Ruiyu Han, Gautam Iyer, Dejan SlepÄev
We study a sequential Monte Carlo algorithm to sample from the Gibbs measure with a non-convex energy function at a low temperature. We use the practical and popular geometric anne…
stat.CO2025
Convergence of a Sequential Monte Carlo algorithm towards multimodal distributions on Rd
Ruiyu Han
In an earlier joint work, we studied a sequential Monte Carlo algorithm to sample from the Gibbs measure supported on torus with a non-convex energy function at a low temperature,…