Sascha Saralajew

The coming of age of interpretable and explainable machine learning models

Paulo Lisböa, Sascha Saralajew, Alfredo Vellido et al. · Neurocomputing · 2023 · 143 citations · Full text

Computing, Computer Science, Data Science +12

The Coming of Age of Interpretable and Explainable Machine Learning Models

Paulo Lisböa, Sascha Saralajew, Alfredo Vellido et al. · ESANN 2021 proceedings · 2021 · 22 citations · Full text

Computing, Computer Science, Data Science +12

Adaptive tangent distances in generalized learning vector quantization for transformation and distortion invariant classification learning

Sascha Saralajew, Thomas Villmann · 2016 · 18 citations

Computing, Computer Science, Computer Vision +15

Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components

Sascha Saralajew, Lars Holdijk, Maike Rees et al. · Neural Information Processing Systems · 2019 · 18 citations

Computing, Computer Science, Artificial Intelligence +16

Variants of DropConnect in Learning vector quantization networks for evaluation of classification stability

Jensun Ravichandran, Marika Kaden, Sascha Saralajew et al. · Neurocomputing · 2020 · 18 citations

Computing, Computer Science, Data Mining +11