Manuel Radons

According to our database, Manuel Radons authored at least 18 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Quantum reinforcement learning in dynamic environments.

Oliver Sefrin, Manuel Radons, Lars Simon, Sabine Wölk

Quantum Mach. Intell., June, 2026

An open Newton method for piecewise smooth systems.

Manuel Radons, Lutz Lehmann, Tom Streubel, Andreas Griewank

Optim. Methods Softw., March, 2026

2025

Synthetic Data Generation and Differential Privacy using Tensor Networks' Matrix Product States (MPS).

Alejandro Moreno R., Desale Fentaw, Samuel Palmer, Raúl Salles de Padua, Ninad Dixit, Samuel Mugel, Román Orús, Manuel Radons, Josef Menter, Ali Abedi

CoRR, August, 2025

2024

On neural quantum support vector machines.

Lars Simon, Manuel Radons

Quantum Mach. Intell., June, 2024

Edge-unfolding nested prismatoids.

Manuel Radons

Comput. Geom., January, 2024

Interpolating Parametrized Quantum Circuits Using Blackbox Queries.

Lars Simon, Holger Eble, Hagen-Henrik Kowalski, Manuel Radons

SIAM J. Sci. Comput., 2024

Kernel Descent - a Novel Optimizer for Variational Quantum Algorithms.

Lars Simon, Holger Eble, Manuel Radons

CoRR, 2024

Denoising Gradient Descent in Variational Quantum Algorithms.

Lars Simon, Holger Eble, Hagen-Henrik Kowalski, Manuel Radons

CoRR, 2024

2023

Generalized Perron Roots and Solvability of the Absolute Value Equation.

Manuel Radons, Josué Tonelli-Cueto

SIAM J. Matrix Anal. Appl., December, 2023

Algorithms for the Training of Neural Support Vector Machines.

Lars Simon, Manuel Radons

CoRR, 2023

2022

Convergence results for some piecewise linear solvers.

Manuel Radons, Siegfried M. Rump

Optim. Lett., 2022

2019

A note on surjectivity of piecewise affine mappings.

Manuel Radons

Optim. Lett., 2019

Generalized Perron Roots and Solvability of the Absolute Value Equation.

Manuel Radons

CoRR, 2019

2018

Piecewise linear secant approximation via algorithmic piecewise differentiation.

Andreas Griewank, Tom Streubel, Lutz Lehmann, Manuel Radons, Richard Hasenfelder

Optim. Methods Softw., 2018

Integrating Lipschitzian dynamical systems using piecewise algorithmic differentiation.

Andreas Griewank, Richard Hasenfelder, Manuel Radons, Lutz Lehmann, Tom Streubel

Optim. Methods Softw., 2018

O(n) working precision inverses for symmetric tridiagonal Toeplitz matrices with O(1) floating point calculations.

Manuel Radons

Optim. Lett., 2018

2016

Direct solution of piecewise linear systems.

Manuel Radons

Theor. Comput. Sci., 2016

2013

Representation and Analysis of Piecewise Linear Functions in Abs-Normal Form.

Tom Streubel, Andreas Griewank, Manuel Radons, Jens-Uwe Bernt

Proceedings of the System Modeling and Optimization, 2013