Mathematical Optimization for Machine Learning, (9783111375854) — Readings Books

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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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Format
Hardback
Publisher
De Gruyter
Country
DE
Date
6 May 2025
Pages
212
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
6 May 2025
Pages
212
ISBN
9783111375854

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