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Julien Siems

PhD Student
University of Freiburg
siemsj@cs.uni-freiburg.de


About Me

I am a Ph.D. student at the University of Freiburg advised by Prof. Frank Hutter.

After graduating from the University of Freiburg in 2020 with distinction, I was an Applied Science Intern at AWS Berlin working on Neural Network Pruning, I worked on Bayesian Optimization for combinatorial auctions at the University of Zurich, did research into numerical optimization for inverse problems at TU Munich and worked as a Machine Learning Researcher at Merantix Momentum on Interpretable Machine Learning.

Research Interests

News

Seminars / Lectures

Publications

  1. M3L@NeurIPS (Oral)
    Riccardo Grazzi, Julien Siems, Jörg Franke, Arber Zela, Frank Hutter, Massimiliano Pontil
    NeurIPS Workshop on Mathematics of Modern Machine Learning Workshop (Oral)

  2. Interpretability@NeurIPS (Oral)
    Andreas Müller*, Julien Siems*, Harsha Nori, David Salinas, Arber Zela, Rich Caruana, Frank Hutter (*equal contribution)
    NeurIPS Workshop on Interpretable AI Past, Present and Future (Oral)

  3. TS@NeurIPS (Spotlight)
    Sathya Kamesh Bhethanabhotla*, Omar Swelam*, Julien Siems, David Salinas, Frank Hutter (*equal contribution)
    NeurIPS Workshop on Time Series in the Age of Large Models (Spotlight)

  4. ME-FoMo@ICLR
    Riccardo Grazzi*, Julien Siems*, Simon Schrodi, Thomas Brox, Frank Hutter (*equal contribution)
    ICLR 2024 Workshop on Mathematical and Empirical Understanding of Foundation Models (ME-FoMo) and AutoML Conference 2024

  5. NeurIPS
    Julien Siems*, Konstantin Ditschuneit*, Winfried Ripken*, Alma Lindborg*, Maximilian Schambach, Johannes S. Otterbach, Martin Genzel (*equal contribution)
    Neural Information Processing Systems (NeurIPS) 2023

  6. AI4ABM@ICLR
    Julien Siems, Maximilian Schambach, Sebastian Schulze, Johannes S Otterbach
    Workshop AI4ABM at International Conference on Learning Representations (ICLR) 2023

  7. AAAI
    Jakob Weissteiner*, Jakob Heiss*, Julien Siems*, Sven Seuken (*equal contribution)
    AAAI 2023

  8. IJCAI-ECAI
    Jakob Weissteiner*, Jakob Heiss*, Julien Siems*, Sven Seuken (*equal contribution)
    International Joint Conference on Artificial Intelligence & European Conference on Artificial Intelligence 2022

  9. ICLR
    Arber Zela*, Julien Siems*, Lucas Zimmer*, Jovita Lukasik, Margret Keuper, Frank Hutter (*equal contribution)
    International Conference on Learning Representation 2022

  10. AutoML @ ICML
    Julien Siems, Aaron Klein, Cedric Archambeau, Maren Mahsereci
    8th ICML Workshop on Automated Machine Learning (AutoML) at ICML 2021

  11. ICLR
    Arber Zela*, Julien Siems*, Frank Hutter (*equal contribution)
    International Conference on Learning Representation 2020

  12. CVIU
    Roland Zimmermann*, Julien Siems* (*equal contribution)
    Computer Vision and Image Understanding Journal


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