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Smaller generalization error derived for a deep residual neural network compared with shallow networks2022 IMA Journal of Numerical Analysis article Computer Science Stochastic Gradient Optimization Techniques Open access
Aku Kammonen, Jonas Kiessling, Petr Plecháč, Mattias Sandberg, Anders Szepessy, Raul F. Tempone
4citations -
Lagrangian relaxation for continuous‐time optimal control of coupled hydrothermal power systems including storage capacity and a cascade of hydropower systems with time delays2024 Optimal Control Applications and Methods article Engineering Electric Power System Optimization Open access
Chiheb Ben Hammouda, Eliza Rezvanova, Erik von Schwerin, Raul F. Tempone
4citations -
Review, Evaluation and Application of Condensing Algorithms for Model Predictive Control based on a First-Order Method2023 European Control Conference (ECC) conference-paper Engineering Advanced Control Systems Optimization
Lukas Schmitt, Niklas Nickig, Matthias Bähr, Sönke Gößling, Dirk Abel
1citations -
Diffusion-Based Approximate MPC: Fast and Consistent Imitation of Multi-Modal Action Distributions2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Advanced Control Systems Optimization Open access
Pau Marquez Julbe, Julian Nubert, Henrik Hose, Sebastian Trimpe, Katherine J. Kuchenbecker
4citations