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2020 – today
- 2023
[j5]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): 106226 (2023)- [i2]Anders Sjöberg, Jakob Lindqvist, Magnus Önnheim, Mats Jirstrand, Lennart Svensson:
MCMC-Correction of Score-Based Diffusion Models for Model Composition. CoRR abs/2307.14012 (2023) - [i1]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 abs/2311.17621 (2023)
2010 – 2019
- 2019
- [j4]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): 159-196 (2019) - [c2]Anders Sjöberg, Magnus Önnheim, Emil Gustavsson, Mats Jirstrand:
Architecture-Aware Bayesian Optimization for Neural Network Tuning. ICANN (2) 2019: 220-231 - [c1]Magnus Önnheim, Pontus Andersson, Emil Gustavsson, Mats Jirstrand:
Reinforcement Learning Informed by Optimal Control. ICANN (Workshop) 2019: 403-407 - 2017
- [j3]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): 57-84 (2017) - 2014
- [j2]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: 390-400 (2014) - 2012
- [j1]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): 289-319 (2012)
Coauthor Index
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