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Papers matching “Bayesian optimization” 48

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High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
2022 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Kirill Antonov, Elena Raponi, Hao Wang, Carola Doerr

2

citations
Benchmark of Bayesian Optimization and Metaheuristics for Control Engineering Tuning Problems with Crash Constraints
2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Dirk Abel

6

citations
Joint Constrained Bayesian Optimization of Planning, Guidance, Control, and State Estimation of an Autonomous Underwater Vehicle
2022 European Control Conference (ECC) conference-paper Engineering Underwater Vehicles and Communication Systems

Maximilian Nitsch, Dirk Abel

6

citations
Selection of Electrolyte Additive Quantities for Lithium‐Ion Batteries Using Bayesian Optimization
2022 Batteries & Supercaps article Engineering Advancements in Battery Materials Open access

Felix Emil Arthur Hildenbrand, Felix Aupperle, Gereon Karsten Stahl, Egbert Figgemeier, Dirk Uwe Sauer

33

citations
Bayesian optimization using multiple directional objective functions allows the rapid inverse fitting of parameters for chromatography simulations
2022 Journal of Chromatography A article Chemistry Analytical Chemistry and Chromatography Open access

Ronald Jäpel, Johannes F. Buyel

24

citations
On Controller Tuning with Time-Varying Bayesian Optimization
2022 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Alexander von Rohr, Sebastian Trimpe

16

citations
Event-Triggered Time-Varying Bayesian Optimization
2022 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Alexander von Rohr, Friedrich Solowjow, Sebastian Trimpe

1

citations
High Dimensional Bayesian Optimization with Kernel Principal Component Analysis
2022 Lecture notes in computer science conference-paper Decision Sciences Advanced Bandit Algorithms Research

Kirill Antonov, Elena Raponi, Hao Wang, Carola Doerr

15

citations
Multi-point acquisition function for constraint parallel efficient multi-objective optimization
2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Roy de Winter, Bas van Stein, Thomas Bäck

8

citations
Metalearning for Hyperparameter Optimization
2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

Pavel Brazdil, Jan N. van Rijn, Carlos Soares, Joaquin Vanschoren

8

citations
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics
2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Hao Wang, Diederick Vermetten, Furong Ye, Carola Doerr, Thomas Bäck

61

citations
An Efficient Contesting Procedure for AutoML Optimization
2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck

11

citations
Control of parallelized bioreactors II: probabilistic quantification of carboxylic acid reductase activity for bioprocess optimization
2022 Bioprocess and Biosystems Engineering article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

Nikolas von den Eichen, Michael Osthege, Lukas Bromig, Wolfgang Wiechert, Marco Oldiges, Dirk Weuster‐Botz

11

citations
Toward Project Optimus for Oncology Precision Medicine: Multi‐Dimensional Dose Optimization Enabled by Quantitative Clinical Pharmacology
2022 Clinical Pharmacology & Therapeutics article Mathematics Statistical Methods in Clinical Trials Open access

Karthik Venkatakrishnan, Piet H. van der Graaf

31

citations
Bayesian approach for distribution system state estimation
2022 book-chapter Engineering Power System Optimization and Stability

Marco Pau, Paolo Attilio Pegoraro, Ferdinanda Ponci, Sara Sulis

0

citations
Fast and robust Bayesian Inference using Gaussian Processes with GPry
2022 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Jonas El Gammal, Nils Schöneberg, Jesús Torrado, Christian Fidler

1

citations
The 2019 methane budget and uncertainties at 1° resolution and each country through Bayesian integration Of GOSAT total column methane data and a priori inventory estimates
2022 Atmospheric chemistry and physics article Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more

90

citations
Total hip arthroplasty compared to bipolar and unipolar hemiarthroplasty for displaced hip fractures in the elderly: a Bayesian network meta-analysis
2022 European Journal of Trauma and Emergency Surgery article Medicine Hip and Femur Fractures Open access

Filippo Migliorini, Nicola Maffulli, Mira Trivellas, Jörg Eschweiler, Frank Hildebrand, Marcel Betsch

36

citations
Pregabalin administration in patients with fibromyalgia: a Bayesian network meta-analysis
2022 Scientific Reports article Medicine Fibromyalgia and Chronic Fatigue Syndrome Research Open access

Filippo Migliorini, Nicola Maffulli, Matthias Knobe, Giacomo Tenze, Ali Aljalloud, Giorgia Colarossi

22

citations
Antiresorptive treatments for corticosteroid-induced osteoporosis: a Bayesian network meta-analysis
2022 British Medical Bulletin article Medicine Bone health and osteoporosis research Open access

Filippo Migliorini, Giorgia Colarossi, Jörg Eschweiler, Francesco Oliva, Arne Driessen, Nicola Maffulli

143

citations
What is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance?
2022 arXiv (Cornell University) preprint Engineering Vehicle Dynamics and Control Systems Open access

Robert Ritschel, Felix Krabbes, Rick Voßwinkel, Hendrik Richter

0

citations
Direct Olivine Carbonation: Optimal Process Design for a Low-Emission and Cost-Efficient Cement Production
2022 Industrial & Engineering Chemistry Research article Engineering Concrete and Cement Materials Research cited by 2 patents

Andreas M. Bremen, Till Strunge, Hesam Ostovari, Hendrik Spütz, Adel Mhamdi, Phil Renforth, +3 more

13

citations
AutoML Loss Landscapes
2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Machine Learning and Data Classification cited by 1 patent

Yasha Pushak, Holger H. Hoos

16

citations
End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines
2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

Marios Kefalas, Bas van Stein, Mitra Baratchi, Asteris Apostolidis, Thomas Bäck

4

citations
Graph machine learning for design of high‐octane fuels
2022 AIChE Journal article Materials Science Machine Learning in Materials Science Open access

Jan G. Rittig, Martin Ritzert, Artur M. Schweidtmann, Jana M. Weber, Philipp Morsch, Karl Alexander Heufer, +3 more

36

citations