1 code implementation • 17 Apr 2024 • Niklas Koenen, Marvin N. Wright
In recent years, neural networks have demonstrated their remarkable ability to discern intricate patterns and relationships from raw data.
1 code implementation • 19 Jun 2023 • Niklas Koenen, Marvin N. Wright
The R package innsight offers a general toolbox for revealing variable-wise interpretations of deep neural networks' predictions with so-called feature attribution methods.
no code implementations • ICML Workshop INNF 2021 • Niklas Koenen, Marvin N. Wright, Peter Maaß, Jens Behrmann
Normalizing flows leverage the Change of Variables Formula (CVF) to define flexible density models.
