Louis Sharrock
@louissharrock.bsky.social
Lecturer (Assistant Prof) in Statistical Science at UCL.
Previously Postdoc @ Lancaster Uni, PhD @ Imperial College London, MA @ Cambridge Uni.
Interested in computational stats, probabilistic ML, optimisation.
Website: https://louissharrock.github.io/
Previously Postdoc @ Lancaster Uni, PhD @ Imperial College London, MA @ Cambridge Uni.
Interested in computational stats, probabilistic ML, optimisation.
Website: https://louissharrock.github.io/
For a flavour of Jack’s work, check out our ICML spotlight paper from earlier this year: arxiv.org/abs/2210.04872
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
We introduce Sequential Neural Posterior Score Estimation (SNPSE), a score-based method for Bayesian inference in simulator-based models. Our method, inspired by the remarkable success of score-based ...
arxiv.org
December 10, 2024 at 7:01 PM
For a flavour of Jack’s work, check out our ICML spotlight paper from earlier this year: arxiv.org/abs/2210.04872