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Thomas Schnake


Technische Universität Berlin
Machine Learning / Intelligent Data Analysis (IDA)

Marchstr. 23, 10587 Berlin

Thomas Schnake

Doctoral Researcher

Thomas Schnake is a PhD student in the machine learning lab at technical university Berlin and BIFOLD. Prior to that he received a M.Sc. in Scientific Computing from TU Berlin and M.Sc. and B.Sc. in Mathematics from HU Berlin. During his undergrad studies he concentrated on stochastics and numerical mathematics. He obtained working and research experience from ebuero AG and GFaI e.V. in Berlin.

  • Graph Neural Networks
  • Explainable Artificial Intelligence
  • Natural Language Processing
  • Learning from Structured Data
  • AI Regulations
  • Mathematical Foundations of Machine Learning

Thomas Schnake, Oliver Eberle, Jonas Lederer, Shinichi Nakajima, Kristof T. Schütt, Klaus-Robert Müller, Gregoire Montavon

Higher-Order Explanations of Graph Neural Networks via Relevant Walks

November 01 , 2022

Ameen Ali, Thomas Schnake, Oliver Eberle, Grégoire Montavon, Klaus-Robert Müller, Lior Wolf

XAI for Transformers: Better Explanations through Conservative Propagation