Papers matching “Bayesian hyperparameter optimization” 46
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To be greedy, or not to be — That is the question for Population Based Training variants0citations
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Learning multiple defaults for machine learning algorithms2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access
Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas Christian Müller, Bernd Bischl
28citations -
End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access
Marios Kefalas, Bas van Stein, Mitra Baratchi, Asteris Apostolidis, Thomas Bäck
4citations -
Auto-REP: An Automated Regression Pipeline Approach for High-efficiency Earthquake Prediction Using LANL Data2022 International Conference on Computer and Automation Engineering conference-paper Computer Science Seismology and Earthquake Studies Open access
Fan Yang, Marios Kefalas, Anna V. Kononova, Yanan Qiao, Thomas Bäck
11citations -
Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data2020 IEEE International Conference on Big Data (BigData) conference-paper Engineering Muscle activation and electromyography studies Open access
Marios Kefalas, Milan Koch, Victor Jacobus Geraedts, Hao Wang, Martijn Rudolf Tannemaat, Thomas Bäck
11citations -
LSTM-based Inverse Dynamics Learning for Franka Emika Robot2024 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Computer Science Reinforcement Learning in Robotics
Jan-Niklas Schneider, Leon Gorißen, Thomas Käster, Philipp Walderich, Christian Hinke
1citations -
AutoML for estimating grass height from ETM+/OLI data from field measurements at a nature reserve2022 GIScience & Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nuno César de Sá, Mitra Baratchi, Vincent Buitenhuis, Perry Cornelissen, Peter M. van Bodegom
13citations -
A virtual calibration chamber for cone penetration test based on deep-learning approaches2024 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Soil Mechanics Open access
Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes
12citations