Large-scale Optimization for Robust Multi-Class Prediction and Resource Allocation
In this thesis we develop optimization-based methods to deal with uncertainty arising from data, first in the context of robust multi-class prediction and second for prescriptive analytics for medical resource allocation. In the first part, we make progress on training robust multi-class classifi...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/151872 |