Gideon Stein

Computer Vision Group Jena, steinML

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Jena,Konstanz,Freiburg, Germany

I am an ambitious Machine Learning Scientist with a special interest in Time Series Processing, Causal Inference, and Deep Learning. I focus on leveraging these methods to answer complex questions in real-world applications.

Sep 13, 2025 My and my team won the most innovative thinker award at Ellis Summer School Jena 😄!
Jan 15, 2025 I will be at ICLR2025 with a spotlight poster on Causal Rivers 🥳! Happy to meet you there.

selected publications

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    CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series
    Gideon Stein, Maha Shadaydeh, Jan Blunk, and 2 more authors
    In The Thirteenth International Conference on Learning Representations, Feb 2025
    (accepted at ICLR 2025 as a spotlight poster)
  2. stein2024embracing.png
    Embracing the black box: Heading towards foundation models for causal discovery from time series data
    Gideon Stein, Maha Shadaydeh, and Joachim Denzler
    arXiv preprint arXiv:2402.09305, Feb 2024
  3. huang2023enhanced.png
    Enhanced stability of grassland soil temperature by plant diversity
    Yuanyuan Huang, Gideon Stein, Olaf Kolle, and 8 more authors
    Nature Geoscience, Feb 2024