Integrating Optimization and Modern Machine Learning: Theory, Computation, and Healthcare Applications

Optimization and machine learning are two predominant fields for decision-making today. The increasing availability of data over the past years has facilitated advancements in the intersection of these two domains, which in turn has led to better decision support tools. Optimization has significantl...

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Bibliographic Details
Main Author: Villalobos Carballo, Kimberly M.
Other Authors: Bertsimas, Dimitris
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/155509
https://orcid.org/0000-0001-5690-8147