Interpretable machine learning in endocrinology, M. Biehl, APPIS 2024
stat-phys-appis-reduced.pdf
Evidence for tissue and stage-specific composition of the ribosome: machine learning analysis of ribosomal protein mRNA data The statistical physics of learning revisted: Phase transitions in layered neural networks
Interpretable machine-learning (in endocrinology and beyond)
2020: Prototype-based classifiers and relevance learning: medical applications, video: https://www.youtube.com/watch?v=XfWz0s1IQYk
2020: Phase transitions in layered neural networks: ReLU vs. sigmoidal activation
2020: So you thought the ribosome was constant and conserved ...
Prototype-based classifiers and their applications in the life sciences Prototype-based models in machine learning