2 papers
cs.AI2025
Saliency Map-Guided Knowledge Discovery for Subclass Identification with LLM-Based Symbolic Approximations
Tim Bohne, Anne-Kathrin Patricia Windler, Martin Atzmueller
This paper proposes a novel neuro-symbolic approach for sensor signal-based knowledge discovery, focusing on identifying latent subclasses in time series classification tasks. The…
cs.LG2021
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training
Mats L. Richter, Leila Malihi, Anne-Kathrin Patricia Windler +1
In this work we explore the information processing inside neural networks using logistic regression probes \cite{probes} and the saturation metric \cite{featurespace_saturation}. W…