11 citations · 21 across the 3 of their papers we have counts for
4 papers
ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic Transformers
Arvid Weyrauch, Thomas Steens, Oskar Taubert +6
Transformers have recently gained prominence in long time series forecasting by elevating accuracies in a variety of use cases. Regrettably, in the race for better predictive perfo…
Massively Parallel Genetic Optimization through Asynchronous Propagation of Populations
Oskar Taubert, Marie Weiel, Daniel Coquelin +5
We present Propulate, an evolutionary optimization algorithm and software package for global optimization and in particular hyperparameter search. For efficient use of HPC resource…
Learning Tree Structures from Leaves For Particle Decay Reconstruction
James Kahn, Ilias Tsaklidis, Oskar Taubert +8
In this work, we present a neural approach to reconstructing rooted tree graphs describing hierarchical interactions, using a novel representation we term the Lowest Common Ancesto…
Maxent-Stress Optimization of 3D Biomolecular Models
Michael Wegner, Oskar Taubert, Alexander Schug +1
Knowing a biomolecule's structure is inherently linked to and a prerequisite for any detailed understanding of its function. Significant effort has gone into developing technologie…