Lars Holdijk

Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms

Thomas Villmann, Sascha Saralajew, Lars Holdijk, 2020, NeurIPS.

Prototype-based Neural Network Layers: Incorporating Vector Quantization pdf

Thomas Villmann, Sascha Saralajew, Lars Holdijk, 2018, ArXiv.

Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks pdf

Thomas Villmann, Sascha Saralajew, Lars Holdijk, 2019, WSOM+.

Learning Equivariant Energy Based Models with Equivariant Stein Variational Gradient Descent pdf

Max Welling, Priyank Jaini, Lars Holdijk, 2021, NeurIPS.