1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Sensitivity analysis of image classification models using generalized polynomial chaos
Lukas Bahr, Lucas Poßner, Konstantin Weise +2
Integrating advanced communication protocols in production has accelerated the adoption of data-driven predictive quality methods, notably machine learning (ML) models. However, ML…
math.NA2022
Comparison of the performance and reliability between improved sampling strategies for polynomial chaos expansion
Konstantin Weise, Erik Müller, Lucas Poßner +1
As uncertainty and sensitivity analysis of complex models grows ever more important, the difficulty of their timely realizations highlights a need for more efficient numerical oper…