Learning-Augmented Algorithms
Traditional worst case analysis of algorithms does not fully capture real world behavior in many instances. Inspired by the great success of machine learning algorithms for various practical tasks, there has been recent interest in moving beyond pessimistic analysis of algorithms through the use of...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2022
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| Online Access: | https://hdl.handle.net/1721.1/139333 |