Lean evolutionary machine learning by multitasking simpler and hard tasks
Many decisions in a machine learning (ML) pipeline involve non-differentiable and discontinuous objectives and search spaces. Examples include feature selection, model selection, and reinforcement learning where candidate solutions must be evaluated via a learning subsystem or through interactions w...
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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/164300 |