Kyurae Kim
@kyrkim.bsky.social
Ph.D. Student @ UPenn. I am mainly interested on Bayesian inference algorithms and stochastic optimization.
arxiv.org/abs/2501.05908
Just saw this review chapter to appear in the 2nd edition of the handbook of MCMC. It would have been great of they also introduced the recent transport and diffusion process-based multimodal samplers. So much exciting progress have been made on this front!
Just saw this review chapter to appear in the 2nd edition of the handbook of MCMC. It would have been great of they also introduced the recent transport and diffusion process-based multimodal samplers. So much exciting progress have been made on this front!
MCMC for multi-modal distributions
We explain the fundamental challenges of sampling from multimodal distributions, particularly for high-dimensional problems. We present the major types of MCMC algorithms that are designed for this pu...
arxiv.org
January 14, 2025 at 4:37 AM
arxiv.org/abs/2501.05908
Just saw this review chapter to appear in the 2nd edition of the handbook of MCMC. It would have been great of they also introduced the recent transport and diffusion process-based multimodal samplers. So much exciting progress have been made on this front!
Just saw this review chapter to appear in the 2nd edition of the handbook of MCMC. It would have been great of they also introduced the recent transport and diffusion process-based multimodal samplers. So much exciting progress have been made on this front!