原创力文档人工智能论文20231112 2023PhD MIT Optimization Methods for Machine Learning under Structural Constraints.pdfVIP
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OptimizationMethodsforMachineLearningunder
StructuralConstraints
by
WenyuChen
B.S.,PekingUniversity(2016)
M.S.,ColumbiaUniversityintheCityofNewYork(2018)
SubmittedtotheSloanSchoolofManagement
inpartialful艖llmentoftherequirementsforthedegreeof
DoctorofPhilosophyinOperationsResearch
atthe
MASSACHUSETTSINSTITUTEOFTECHNOLOGY
June2023
漏2023WenyuChen.Allrightsreserved.
TheauthorherebygrantstoMITanonexclusive,worldwide,irrevocable,
royalty-freelicensetoexerciseanyandallrightsundercopyright,includingto
reproduce,preserve,distributeandpubliclydisplaycopiesofthethesis,orrelease
thethesisunderanopen-accesslicense.
Author................................................................
SloanSchoolofManagement
May2,2023
Certi艖edby............................................................
RahulMazumder
AssociateProfessorofOperationsResearchandStatistics
ThesisSupervisor
Acceptedby...........................................................
PatrickJaillet
DugaldC.JacksonProfessor,DepartmentofElectricalEngineering
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