2026
Conditional Diffusion Sampling
Francisco M Castro-Macías, Pablo Morales-Alvarez, Saifuddin Syed, Daniel Hernández-Lobato, Rafael Molina, Jose Miguel Hernandez-Lobato
ICML 2026poster
Sampling from unnormalized multimodal distributions with limited density evaluations remains a fundamental challenge in machine learning and natural sciences. Successful approaches construct a bridge between a tractable reference and the target distribution. Parallel Tempering (PT) serves as the gol…