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Papers matching “high-dimensional optimization” 40

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Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB
2024 ACM Transactions on Evolutionary Learning and Optimization article Decision Sciences Advanced Bandit Algorithms Research

Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr

28

citations
Mini-Workshop: High-Dimensional Control Problems and Mean-Field Equations with Applications in Machine Learning
2025 Oberwolfach Reports article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

Giacomo Borghi, Elisa Iacomini, Mathias Oster, Chiara Segala

0

citations
Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning
2022 Applied Mathematics & Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Alessandro Benfenati, Giacomo Borghi, Lorenzo Pareschi

17

citations
High‐dimensional flow cytometry data: goldmine or fool's gold?
2024 Cytometry Part A article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Paula Niewold

1

citations
Penalized regression calibration: A method for the prediction of survival outcomes using complex longitudinal and high‐dimensional data
2021 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

Roula Tsonaka

10

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 RWTH Publications (RWTH Aachen) article Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
Constrained Consensus-Based Optimization
2023 SIAM Journal on Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Giacomo Borghi, Michaël Herty, Lorenzo Pareschi

32

citations
Computation and Learning in High Dimensions
2026 Oberwolfach Reports article Mathematics Mathematical Approximation and Integration Open access

Markus Bachmayr, Albert Cohen, Angela Kunoth, Olga Mula

1

citations
GoSafeOpt: Scalable safe exploration for global optimization of dynamical systems
2023 Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access

Bhavya Sukhija, Matteo Turchetta, David Lindner, Andreas Krause, Sebastian Trimpe, Dominik Baumann

12

citations
Local Bayesian optimization for controller tuning with crash constraints
2024 at - Automatisierungstechnik article Decision Sciences Advanced Bandit Algorithms Research Open access

Alexander von Rohr, Dominik Scheurenberg, Sebastian Trimpe

5

citations
Learning event-triggered control from data through joint optimization
2021 IFAC Journal of Systems and Control article Computer Science Reinforcement Learning in Robotics Open access

Niklas Funk, Dominik Baumann, Vincent Berenz, Sebastian Trimpe

23

citations
Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation
2024 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access

Ruben Kins, Christian Möbitz, Thomas Gries

4

citations
Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization
2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

10

citations
Multi-Objective Lookahead Bayesian Optimization for Process Parameter Optimization in Non-Isothermal Glass Molding
2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Hendrik Mende, Lukas Jäschke, Gustavo Schewinski, Dennis Grunert, Robert Heinrich Schmitt

0

citations
Twin-in-the-Loop observer tuning via gradient-information Bayesian optimization with line search
2026 Control Engineering Practice article Engineering Control Systems and Identification Open access

Giacomo Delcaro, Johanna Menn, Sergio M. Savaresi, Sebastian Trimpe, Simone Formentin

2

citations
Globaltest confidence regions and their application to ridge regression
2021 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

Ningning Xu, Aldo Solari, Jelle J. Goeman

0

citations
Learning to validate generative models: a goodness-of-fit approach
2026 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Marco Letizia, Humberto Reyes-González, M. Zanetti

0

citations
Capacity of the covariance perceptron
2020 Journal of Physics A Mathematical and Theoretical article Computer Science Neural Networks and Applications Open access

7

citations
Capacity of the covariance perceptron
2020 RWTH Publications (RWTH Aachen) article Computer Science Neural Networks and Applications Open access

David Dahmen, Matthieu Gilson, Moritz Helias

6

citations
Variable Selection via Fused Sparse‐Group Lasso Penalized Multi‐state Models Incorporating Molecular Data
2025 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

Kaya Miah, Jelle J. Goeman, Hein Putter, Annette Kopp‐Schneider, Axel Benner

2

citations
ManQala: Game-inspired strategies for quantum state engineering
2023 AVS Quantum Science article Computer Science Quantum Computing Algorithms and Architecture

Onur Danaci, Wenlei Zhang, William Djakam, Michaela Amoo, Ryan T. Glasser, Brian T. Kirby, +2 more

1

citations
Error correlations in photonic qudit-mediated entanglement generation
2024 Physical Review Research article Computer Science Quantum Information and Cryptography Open access

Xiaoyu Liu, Niv Bharos, Liubov A. Markovich, Johannes Borregaard

1

citations
Aging State Classification of Lithium-Ion Batteries in a Low-Dimensional Latent Space
2026 Batteries article Engineering Advanced Battery Technologies Research Open access

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Josef Granwehr, Christoph Scheurer

0

citations
Lattice–Boltzmann simulations for complex geometries on high-performance computers
2020 CEAS Aeronautical Journal article Engineering Lattice Boltzmann Simulation Studies Open access

Andreas Lintermann, Wolfgang Schröder

19

citations
Next Generation Power System Planning and Operation With Quantum Computation
2024 IEEE Access article Computer Science Quantum Computing Algorithms and Architecture Open access

Priyanka Arkalgud Ganeshamurthy, Kumar Ghosh, Corey O’Meara, G. Cortiana, Jan Schiefelbein-Lach, Antonello Monti

24

citations