Machine learning under a modern optimization lens
By: Dimitris Bertsimas, Jack Dunn
Contributors: Dunn, Jack (Jack William), author
Publisher: Dynamic Ideas LLC
Published: 2019
Place of publication: Belmont, Massachusetts
Language: eng
Number of pages: 589
ISBN-13: 9781733788502
Subjects: Machine learning; Mathematical optimization
Notes: Includes bibliographical references and index
Table of contents: title: The optimization lenses --; title: Regression and extension --; title: Optimal trees for classification and regression --; title: Prescriptive analytics --; title: The power of optimization over randomization --; title: Unsupervised methods --; title: Matrix methods --; title: Optimization via a machine learning lens.