organizational unit
WIN-Projekte
Ethics and Philosophy Lab
Cluster of Excellence "Machine Learning: New Perspectives for Science"
Maria-von-Linden Straße 6 | 72076 Tübingen | Germany
Curriculum Vitae
since 2024 – PhD student; Eberhard Karls University of Tübingen, Heidelberger Akademie der Wissenschaften
Project: Reduction of Complexity: In search of explainable and interpretable machine learning with philosophy and physics
2024 – M.A. Logic and Philosophy of Science; Munich Center for Mathematical Philosophy, Ludwig Maximilians University of München
2021 – B.A. in Philosophy and Mathematics; Ruprecht Karls University of Heidelberg
Selected publications and lectures
July 2025 – SAS25 Conference - Uncertainty;
Talk: Complexity and the Opacity of Neural Network Training
April 2025 – Tübingen and Friends Workshop for Philosophy of Machine Learning 2025;
Talk: On the Complexity of Neural Networks
March 2025 – GWP 2025 - Triennial Conference of the German Society for Philosophy of Science;
Talk: Formal Learning Theory meets Statistical Learning Theory - Ockham's Razor and VC Dimension
9th subprogram: Reduction of Complexity
Project: Reduction of Complexity: In search of explainable and interpretable machine learning with philosophy and physics
Subproject: Philosophy of Complexity Reduction - Understanding of ML-Algorithms
--- German Version ---
9. Teilprogramm: Komplexitätsreduktion
Projekt: Komplexitätsreduktion: Auf der Suche nach erklärbarem und interpretierbarem Maschinellen Lernen mit Philosophie und Physik
Teilprojekt: Philosophie der Komplexitätsreduktion – Verständlichkeit von ML-Algorithmen