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    <id>10176</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
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    <language>eng</language>
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    <pageLast/>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <type>proceedings</type>
    <publisherName>De Gruyter</publisherName>
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    <title language="eng">Mathematical Optimization for Machine Learning</title>
    <abstract language="eng">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.</abstract>
    <identifier type="isbn">9783111376776</identifier>
    <identifier type="doi">10.1515/9783111376776</identifier>
    <enrichment key="Series">De Gruyter Proceedings in Mathematics</enrichment>
    <enrichment key="PeerReviewed">yes</enrichment>
    <enrichment key="AcceptedDate">2025-05-06</enrichment>
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    <editor>Konstantin Fackeldey</editor>
    <submitter>Konstantin Fackeldey</submitter>
    <editor>Aswin Kannan</editor>
    <editor>Sebastian Pokutta</editor>
    <editor>Kartikey Sharma</editor>
    <editor>Daniel Walter</editor>
    <editor>Andrea Walter</editor>
    <editor>Martin Weiser</editor>
    <collection role="institutes" number="num">Numerical Mathematics</collection>
    <collection role="persons" number="fackeldey">Fackeldey, Konstantin</collection>
    <collection role="persons" number="weiser">Weiser, Martin</collection>
    <collection role="projects" number="no-project">no-project</collection>
    <collection role="institutes" number="scp">Supercomputing</collection>
    <collection role="persons" number="pokutta">Pokutta, Sebastian</collection>
    <collection role="institutes" number="MSoCP">Modeling and Simulation of Complex Processes</collection>
    <collection role="institutes" number="ais2t">AI in Society, Science, and Technology</collection>
    <collection role="institutes" number="PaDC">Parallel and Distributed Computing</collection>
    <collection role="persons" number="walther">Walther, Andrea</collection>
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