no code implementations • 21 Feb 2024 • Simon Cramer, Tobias Müller, Robert H. Schmitt
However, a concise relationship is missing between the measurement uncertainty of physical inspections and the predictive uncertainty of probabilistic models in their application in quality management.
no code implementations • 3 Aug 2023 • Tobias Müller, Maximilian Stäbler, Hugo Gascón, Frank Köster, Florian Matthes
Machine Learning (ML) has shown significant potential in various applications; however, its adoption in privacy-critical domains has been limited due to concerns about data privacy.
no code implementations • 12 Jun 2023 • Tobias Müller, Sebastian Durst, Pascal Marquardt, Stefan Brüggenwirth
In hostile environments, GNSS is a potentially unreliable solution for self-localization and navigation.
no code implementations • 26 Apr 2023 • Tobias Müller, Milena Zahn, Florian Matthes
This research investigates the challenges of prevailing collaborative business models and distinct aspects of Federated Machine Learning.
no code implementations • 3 Mar 2023 • Tobias Müller, Sebastian Durst, Pascal Marquardt, Stefan Brüggenwirth
An intelligent radar resource management is an essential building block of any modern radar system.
1 code implementation • 6 Jan 2023 • Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
However, as high-dimensional real-world applications are not yet feasible to be solved using purely quantum hardware, hybrid methods using both classical and quantum machine learning paradigms have been proposed.
no code implementations • 22 Sep 2021 • Tobias Müller, Christoph Roch, Kyrill Schmid, Philipp Altmann
Reinforcement learning has driven impressive advances in machine learning.
BIG-bench Machine Learning Multi-agent Reinforcement Learning +2
no code implementations • 22 Sep 2021 • Tobias Müller, Kyrill Schmid, Daniëlle Schuman, Thomas Gabor, Markus Friedrich, Marc Geitz
The expansion of Fiber-To-The-Home (FTTH) networks creates high costs due to expensive excavation procedures.
no code implementations • 26 Jan 2021 • Marc Franzen, Michael Stephan Gresser, Tobias Müller, Prof. Dr. Sebastian Mauser
We develop an emotion recognition software for the use with a video conference software for autistic individuals which are unable to recognize emotions properly.
no code implementations • 16 Dec 2020 • Rani Hod, Michael Krivelevich, Tobias Müller, Alon Naor, Nicholas Wormald
Pittel, Spencer and Wormald showed in 1996 that for any $k\ge3$ there exists an explicitly defined constant $c_{k}$ such that $p=c_{k}/n$ is the threshold function for the appearance of the $k$-core in $G(n, p)$.
Combinatorics Probability 05C80, 91A24
no code implementations • 3 Apr 2020 • Benjamin T. Hansen, Tobias Müller
We consider percolation on the Voronoi tessellation generated by a homogeneous Poisson point process on the hyperbolic plane.
Probability Combinatorics 60K35