3 papers
cs.CV2022
Fidelity of Ensemble Aggregation for Saliency Map Explanations using Bayesian Optimization Techniques
Yannik Mahlau, Christian Nolde
In recent years, an abundance of feature attribution methods for explaining neural networks have been developed. Especially in the field of computer vision, many methods for genera…
math.AP2017
Rigorous a-posteriori analysis using numerical eigenvalue bounds in a surface growth model
Christian Nolde, Dirk Blömker
In order to prove numerically the global existence and uniqueness of smooth solutions of a fourth order, nonlinear PDE, we derive rigorous a-posteriori upper bounds on the supremum…
math.AP2013
Rigorous Numerical Verification of Uniqueness and Smoothness in a Surface Growth Model
Dirk Blömker, Christian Nolde, James C. Robinson
Based on numerical data and a-posteriori analysis we verify rigorously the uniqueness and smoothness of global solutions to a scalar surface growth model with striking similarities…