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Florian Bley

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Technische Universität Berlin
Explaining Deep Neural Networks

Marchstraße 23, 10587 Berlin
https://www.tu.berlin/en/ml

BIFOLD researcher Florian Bley
© Florian Bley

Florian Bley

Doctoral Researcher

Obtained a Master's degree in Industrial Engineering from TU Berlin in 2022, with a specialization in machine learning and statistical techniques.

I have been collaborating with Prof. Dr. Monatavon since March 2022 on research related to explanation methods for predictive uncertainty. 

  • Predictive uncertainty
  • Methods for explainable AI

Florian Bley, Sebastian Lapuschkin, Wojciech Samek, Grégoire Montavon

Explaining Predictive Uncertainty by Exposing Second-Order Effects

November 21, 2024
https://doi.org/10.1016/j.patcog.2024.111171

Parastoo Semnani, Mihail Bogojeski, Florian Bley, Zizheng Zhang,Qiong Wu, Thomas Kneib, Jan Herrmann, Christoph Weisser, Florina Patcas, Klaus-Robert Müller

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery

July 10, 2024
https://arxiv.org/pdf/2407.18935