51 citations · 125 across the 5 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
stat.ME2026
Posterior Geometry and Identifiability in Multi-Response Bayesian Calibration
Anton van Beek, Adam. M Boyce, Will J. Dawson +1
Calibration under model misspecification is inherently ill-posed because calibration parameters and structural discrepancy are statistically confounded without additional assumptio…
stat.ML2026
Learning the Geometry of Admissible Hypotheses through Inductive Bias in Training Distributions
James Crowley, Faez Ahmed, Anton van Beek
Scientific discovery often requires reasoning over competing hypotheses that are consistent with experimental observations. For mixed-variable and combinatorial hypothesis spaces,…