3 papers
stat.ME2025
Simultaneous Nonparametric Confidence Bands for Load-Sharing Systems
Stefan Bedbur, Johann Köhne, Fabian Mies
Load-sharing systems arise in many different reliability applications, for instance, when modeling tensile strength of fibrous composites in textile industry or lifetimes of redund…
math.ST2024
Rate-optimal estimation of mixed semimartingales
Carsten H. Chong, Thomas Delerue, Fabian Mies
Consider the sum of a Brownian motion and an independent fractional Brownian motion with Hurst parameter . Even though is not a semimartinga…
cs.LG2024
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning
Jörn Tebbe, Christoph Zimmer, Ansgar Steland +2
Active learning of physical systems must commonly respect practical safety constraints, which restricts the exploration of the design space. Gaussian Processes (GPs) and their cali…