Mathematical Optimization for Machine Learning

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English | 2025 | ISBN: 3111375854 | 212 Pages | PDF EPUB (True) | 25 MB
Mathematical optimization and machine learning are closely related. This proceedings volume of the Thematic Einstein Semester 2023 of the Berlin Mathematics Research Center MATH+ collects recent progress on their interplay in topics such as discrete optimization, nonlinear programming, optimal control, first-order methods, multilevel optimization, machine learning in optimization, physics-informed learning, and fairness in machine learning.


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