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Projects

Below you can find a list of our major projects.

  • Automated Machine Learning (AutoML)

    • Entirely fundamental research, funded by the Bosch Center for Artificial Intelligence
    • Project page
  • ERC Grant Data-Driven Methods for Modelling and Optimizing the Empirical Performance of Deep Neural Networks (BeyondBlackbox)

    • Entirely fundamental research, funded by the European Research Commission
    • Project page
  • BMBF project Deep Topology Learning (DeToL)

    • Research in a consortium of industrial and academic partners, funded by the BMBF.
    • Project page

Completed Projects

  • Emmy Noether project Advanced Methods for Automated Optimization and Modeling of the Empirical Performance of Highly Parameterized Heuristic Algorithms

  • Google Faculty Research Award Efficient Neural Architecture Search

    • Entirely fundamental research
  • DFG project Auto-Tune: Structural optimization of Machine Learning frameworks for large datasets

  • EU project RobDREAM

    • Research in a consortium of industrial and academic partners, funded by the European Commission
    • Project page
  • Various subprojects in the Excellence cluster BrainLinks-BrainTools

    • Entirely fundamental research, funded by the DFG
    • Project page