Mark Beaumont

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Estimation Error

Statistical Models

Probability Model

Systems Require

Top Venues

ACM Comput. Surv.

Publications

Daniel Ward, Mark Beaumont, Matteo Fasiolo
SoftCVI: contrastive variational inference with self-generated soft labels. CoRR (2024)
Song Liu, Jack Simons, Mingxuan Yi, Mark Beaumont
Variational Gradient Descent using Local Linear Models. CoRR (2023)
Daniel Ward, Patrick Cannon, Mark Beaumont, Matteo Fasiolo, Sebastian M. Schmon
Robust Neural Posterior Estimation and Statistical Model Criticism. NeurIPS (2022)
Daniel Ward, Patrick Cannon, Mark Beaumont, Matteo Fasiolo, Sebastian M. Schmon
Robust Neural Posterior Estimation and Statistical Model Criticism. CoRR (2022)
Louis Sharrock, Jack Simons, Song Liu, Mark Beaumont
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models. CoRR (2022)
Jin-Hee Cho, Shouhuai Xu, Patrick M. Hurley, Matthew MacKay, Trevor Benjamin, Mark Beaumont
STRAM: Measuring the Trustworthiness of Computer-Based Systems. ACM Comput. Surv. 51 (6) (2019)