3 papers
math.GN2025
Regularity Conditions for Critical Point Convergence
Thomas J. Maullin-Sapey, Samuel Davenport
We focus on a sequence of functions , defined on a compact manifold with boundary , converging in the metric to a limit . A common assumption implicitly made i…
stat.ML2024
Conformal confidence sets for biomedical image segmentation
Samuel Davenport
We develop confidence sets which provide spatial uncertainty guarantees for the output of a black-box machine learning model designed for image segmentation. To do so we adapt conf…
stat.ME2024
Precise FWER Control for Gaussian Related Fields: Riding the SuRF to continuous land -- Part 1
Fabian JE Telschow, Samuel Davenport
The Gaussian Kinematic Formula (GKF) is a powerful and computationally efficient tool to perform statistical inference on random fields and became a well-established tool in the an…