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Mathematical Optimization for Machine Learning
Proceedings of the MATH+ Thematic Einstein Semester 2023
AvKonstantin Fackeldey,Aswin Kannan
Inbunden, Engelska, 2025
Del i serien De Gruyter Proceedings in Mathematics
2 231 kr
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Beskrivning
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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