34 citations · 36 across the 5 of their papers we have counts for
5 papers
Second-order optimization of variable projection SVM models and road abnormality detection
Andrea Angino, Matthias Voigt, Rolf Krause +1
We introduce a novel second-order optimization framework for minimizing so-called variable projection functionals. We demonstrate that the proposed framework is especially usefulfo…
Tube-Based Model Predictive Control with Random Fourier Features for Nonlinear Systems
Ákos M. Bokor, Tamás Dózsa, Felix Biertümpfel +1
This paper presents a computationally efficient approach for robust Model Predictive Control of nonlinear systems by combining Random Fourier Features with tube-based MPC. Tube-bas…
Rational Gaussian wavelets and corresponding model driven neural networks
Attila Miklós Ámon, Kristian Fenech, Péter Kovács +1
In this paper we consider the continuous wavelet transform using Gaussian wavelets multiplied by an appropriate rational term. The zeros and poles of this rational modifier act as…
A generalization of the root function
Tamas Dozsa, Ferenc Schipp
We consider the interpretation and the numerical construction of the inverse branches of factor Blaschke-products on the disk and show that these provide a generalization of th…
Abnormal Road Surface Detection Using Wheel Sensor Data
Tamás Dózsa, János Radó, János Volk +3
Intelligent tires can be used for a wide array of applications ranging from tire pressure monitoring to analyzing tire/road interactions, wheel loading, and tread wear monitoring.…