Search Results for author: Thomas Hehn

Found 3 papers, 1 papers with code

Probabilistic and Differentiable Wireless Simulation with Geometric Transformers

no code implementations21 Jun 2024 Thomas Hehn, Markus Peschl, Tribhuvanesh Orekondy, Arash Behboodi, Johann Brehmer

Modelling the propagation of electromagnetic signals is critical for designing modern communication systems.

Simulating, Fast and Slow: Learning Policies for Black-Box Optimization

no code implementations6 Jun 2024 Fabio Valerio Massoli, Tim Bakker, Thomas Hehn, Tribhuvanesh Orekondy, Arash Behboodi

In recent years, solving optimization problems involving black-box simulators has become a point of focus for the machine learning community due to their ubiquity in science and engineering.

Active Learning

End-to-end Learning of Deterministic Decision Trees

1 code implementation7 Dec 2017 Thomas Hehn, Fred A. Hamprecht

Conventional decision trees have a number of favorable properties, including interpretability, a small computational footprint and the ability to learn from little training data.

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