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1. Essays on Discrete Optimization: Optimal Stopping and Popular Matchings

Zhang, Xingyu
2022
Theses
Operations researchOptimal stopping (Mathematical statistics)Mathematical optimizationGame theoryMatching theoryComputational complexity

2. Extremal Queueing Theory

Chen, Yan
2022
Theses
Operations researchQueuing theoryCall centersHospitals--Emergency servicesRidesharing--Mathematical modelsAsymptotic distribution (Probability theory)Chebyshev systems

3. Mean field games with heterogeneous players: From portfolio optimization to network effects

Soret, Agathe Camille
2022
Theses
Operations researchMathematicsGame theoryGames--Mathematical modelsSymmetry groups

4. Optimization and learning in dynamic environments: models and algorithms

Shukla, Apurv
2022
Theses
Operations researchMathematical optimizationStochastic processesLearning--Mathematical models

5. Optimization under Uncertainty with Applications in Data-driven Stochastic Simulation and Rare-event Estimation

Zhang, Xinyu
2022
Theses
Industrial engineeringStochastic approximationDecision makingErrors-in-variables modelsExtreme value theory

6. Permissioned Blockchain Adoption in Supply Chains

Wang, Wenjun
2022
Theses
EconomicsOperations researchConsumer goods--PricesBlockchains (Databases)Industrial organization (Economic theory)

7. Two-Sided Matching Markets: Models, Structures, and Algorithms

Zhang, Xuan
2022
Theses
Operations researchPublic schools--Economic aspectsOnline datingRidesharingEconomics--Mathematical modelsAlgorithms--DesignAffirmative action programs in educationNew York (N.Y.). Board of EducationNational Resident Matching Program (U.S.)

8. Using Second-Order Information in Training Deep Neural Networks

Ren, Yi
2022
Theses
Operations researchDeep learning (Machine learning)Stochastic processesNeural networks (Computer science)Least squares

9. Learning to Optimize Decisions in Online Service Platforms

Zhao, Jingtong
2021
Theses
Operations researchConsumer behaviorElectronic commerce--Customer servicesCustomer services--EvaluationComputing platforms

10. Me, Myself and I: time-inconsistent stochastic control, contract theory and backward stochastic Volterra integral equations

Hernandez Ramirez, Miguel Camilo
2021
Theses
MathematicsEconomicsContracts--Mathematical modelsVolterra equationsStochastic control theory--Statistical methods