HyperTube: A Framework for Population-Based Online Hyperparameter Optimization with Resource Constraints
Online data streaming has become one of the most common data forms in the modern world, which imposes a strong demand for developing hyperparameter optimization techniques for online learning algorithms. In fact, processing online streaming data can be considered as a constraint on the training proc...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9060908/ |