2 papers
cs.LG2025
The Sensitivity of Variational Bayesian Neural Network Performance to Hyperparameters
Scott Koermer, Natalie Klein
In scientific applications, predictive modeling is often of limited use without accurate uncertainty quantification (UQ) to indicate when a model may be extrapolating or when more…
physics.geo-ph2024
Bayesian Event Categorization Matrix Approach for Explosion Monitoring
Scott Koermer, Joshua D. Carmichael, Brian J. Williams
Current efforts to correctly categorize natural events from suspected explosion sources with data that is collected by ground- or space-based sensors presents historical challenges…