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Home / Mathematical Optimization for Machine Learning
Mathematical Optimization for Machine Learning
Hardback

Mathematical Optimization for Machine Learning

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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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MORE INFO
Format
Hardback
Publisher
De Gruyter
Country
DE
Date
19 May 2025
Pages
240
ISBN
9783111375854

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.

Read More
Format
Hardback
Publisher
De Gruyter
Country
DE
Date
19 May 2025
Pages
240
ISBN
9783111375854

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