Patrick Gelß

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 10

Top Topics

Optimization Methods

Learning Problems

Top Venues

J. Comput. Phys.

Mach. Learn. Sci. Technol.

Publications

Stefan Klus, Patrick Gelß
Continuous optimization methods for the graph isomorphism problem. CoRR (2023)
Patrick Gelß, Aizhan Issagali, Ralf Kornhuber
Fredholm integral equations for function approximation and the training of neural networks. CoRR (2023)
Patrick Gelß, Stefan Klus, Ingmar Schuster, Christof Schütte
Feature space approximation for kernel-based supervised learning. Knowl. Based Syst. 221 (2021)
Stefan Klus, Patrick Gelß, Feliks Nüske, Frank Noé
Symmetric and antisymmetric kernels for machine learning problems in quantum physics and chemistry. Mach. Learn. Sci. Technol. 2 (4) (2021)
Patrick Gelß, Stefan Klus, Ingmar Schuster, Christof Schütte
Feature space approximation for kernel-based supervised learning. CoRR (2020)
Stefan Klus, Patrick Gelß
Tensor-based algorithms for image classification. CoRR (2019)
Stefan Klus, Patrick Gelß
Tensor-Based Algorithms for Image Classification. Algorithms 12 (11) (2019)
Feliks Nüske, Patrick Gelß, Stefan Klus, Cecilia Clementi
Tensor-based EDMD for the Koopman analysis of high-dimensional systems. CoRR (2019)
Patrick Gelß, Stefan Klus, Sebastian Matera, Christof Schütte
Nearest-neighbor interaction systems in the tensor-train format. J. Comput. Phys. 341 (2017)
Patrick Gelß, Sebastian Matera, Christof Schütte
Solving the master equation without kinetic Monte Carlo: Tensor train approximations for a CO oxidation model. J. Comput. Phys. 314 (2016)