Magnus Önnheim

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 7

Top Topics

Diffusion Models

Model Predictive Control

Convex Programming

Distributed Learning

Top Venues

Eng. Appl. Artif. Intell.

Comput. Ind. Eng.

Publications

Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson
MCMC-Correction of Score-Based Diffusion Models for Model Composition. CoRR (2023)
Adrian Nilsson, Simon Smith, Jonas Hagmar, Magnus Önnheim, Mats Jirstrand
The AutoSPADA Platform: User-Friendly Edge Computing for Distributed Learning and Data Analytics in Connected Vehicles. CoRR (2023)
Marvin Jung, Paulo Renato da Costa Mendes, Magnus Önnheim, Emil Gustavsson
Model Predictive Control when utilizing LSTM as dynamic models. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Magnus Önnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand
Reinforcement Learning Informed by Optimal Control. ICANN (Workshop) (2019)
Robert J. Berman, Magnus Önnheim
Propagation of Chaos for a Class of First Order Models with Singular Mean Field Interactions. SIAM J. Math. Anal. 51 (1) (2019)
Anders Sjöberg, Magnus Önnheim, Emil Gustavsson, Mats Jirstrand
Architecture-Aware Bayesian Optimization for Neural Network Tuning. ICANN (2) (2019)
Magnus Önnheim, Emil Gustavsson, Ann-Brith Strömberg, Michael Patriksson, Torbjörn Larsson
Ergodic, primal convergence in dual subgradient schemes for convex programming, II: the case of inconsistent primal problems. Math. Program. 163 (1-2) (2017)
Emil Gustavsson, Michael Patriksson, Ann-Brith Strömberg, Adam Wojciechowski, Magnus Önnheim
Preventive maintenance scheduling of multi-component systems with interval costs. Comput. Ind. Eng. 76 (2014)
Torgny Almgren, Niclas Andréasson, Michael Patriksson, Ann-Brith Strömberg, Adam Wojciechowski, Magnus Önnheim
The opportunistic replacement problem: theoretical analyses and numerical tests. Math. Methods Oper. Res. 76 (3) (2012)