Nested Slice Sampling: Vectorized Nested Sampling for GPU-Accelerated Inference
Published in Transactions on Machine Learning Research, 2026 • May 10, 2026
Authors:,,
David Yallup
Namu Kroupa
Will Handley
Abstract
Model comparison and calibrated uncertainty quantification often require integrating over parameters, but scalable inference can be challenging for complex, multimodal targets. Nested Sampling is a robust alternative to standard MCMC, yet its typically sequential structure and hard constraints make ...
Subject
Finding related papers...
Discussions
(0)No comments yet
Be the first to share your thoughts!