Papers matching “hyperparameter optimization” 240
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Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization2025 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
10citations -
Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies2023 IEEE Congress on Information Science and Technology (CiSt) conference-paper Computer Science Metaheuristic Optimization Algorithms Research
David Von Dollen, Reuben Brasher, Florian Neukart, Thomas Bäck
2citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
14citations -
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Þorsteinn Elí Gíslason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, +6 more
4citations -
Leveraging Vision Transformers with Hyperparameter Optimization for the Classification of Acute Respiratory Distress Syndrome2025 MIPRO ICT and Electronics Convention (MIPRO) conference-paper Medicine COVID-19 diagnosis using AI
Josefine Busch, Chadi Barakat, T. Pauli, Simon Fonck, André Stollenwerk, Sebastian Johannes Fritsch, +1 more
0citations -
Hybrid quantum ResNet for car classification and its hyperparameter optimization2023 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Romanovich Perelshtein, +2 more
43citations -
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud
10citations -
Generating Cheap Representative Functions for Expensive Automotive Crashworthiness Optimization2024 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access
Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck
8citations -
Parçacık sürü optimizasyonu destekli derin öğrenme ile gül yaprağı hastalık tespiti [Rose Leaf Disease Detection with Particle Swarm Optimization-Assisted Deep Learning]0citations
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Performance comparison of optimization methods on variational quantum algorithms2023 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Xavier Bonet-Monroig, Hao Wang, Diederick Vermetten, Bruno Senjean, Charles Moussa, Thomas Bäck, +2 more
106citations -
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access
Duc Anh Nguyen, Jiawen Kong, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, +1 more
12citations