Magnus Önnheim

According to our database, Magnus Önnheim authored at least 9 papers between 2012 and 2026.

Collaborative distances:

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

2026

MCMC Correction of Score-Based Diffusion Models for Model Composition.

Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson

Entropy, 2026

2025

The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles.

Adrian Nilsson, Simon Smith, Jonas Hagmar, Magnus Önnheim, Mats Jirstrand

Internet Things, 2025

2023

Model Predictive Control when utilizing LSTM as dynamic models.

Marvin Jung, Paulo Renato da Costa Mendes, Magnus Önnheim, Emil Gustavsson

Eng. Appl. Artif. Intell., 2023

2019

Propagation of Chaos for a Class of First Order Models with Singular Mean Field Interactions.

Robert J. Berman, Magnus Önnheim

SIAM J. Math. Anal., 2019

Architecture-Aware Bayesian Optimization for Neural Network Tuning.

Anders Sjöberg, Magnus Önnheim, Emil Gustavsson, Mats Jirstrand

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Reinforcement Learning Informed by Optimal Control.

Magnus Önnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2017

Ergodic, primal convergence in dual subgradient schemes for convex programming, II: the case of inconsistent primal problems.

Magnus Önnheim, Emil Gustavsson, Ann-Brith Strömberg, Michael Patriksson, Torbjörn Larsson

Math. Program., 2017

2014

Preventive maintenance scheduling of multi-component systems with interval costs.

Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg, Adam Wojciechowski, Magnus Önnheim

Comput. Ind. Eng., 2014

2012

The opportunistic replacement problem: theoretical analyses and numerical tests.

Torgny Almgren, Niclas Andréasson, Michael Patriksson, Ann-Brith Strömberg, Adam Wojciechowski, Magnus Önnheim

Math. Methods Oper. Res., 2012