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1. 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

2. Assortment Planning From A Large Universe

Goutam, Kumar
2020
Theses
Operations researchIndustrial engineeringBrand choice--Mathematical modelsConsumers' preferences--Mathematical models

3. Continuous-Time and Distributionally Robust Mean-Variance Models

Chen, Lin
2020
Theses
Operations researchIndustrial engineeringFinance

4. Convex Optimization and Extensions, with a View Toward Large-Scale Problems

Gao, Wenbo
2020
Theses
Operations researchIndustrial engineeringMachine learningStochastic systemsNewton-Raphson method

5. Essays in Networked Markets and Financial Technology

Alsabah, Humoud
2020
Theses
Operations researchIndustrial engineeringStock exchangesFinancial services industry--Technological innovationsBitcoinBusiness enterprises

6. Advances in Bayesian inference and stable optimization for large-scale machine learning problems

Fagan, Francois Johannes
2019
Theses
Operations researchMachine learningMathematical optimizationIndustrial engineering

7. A Robust Queueing Network Analyzer Based on Indices of Dispersion

You, Wei
2019
Theses
Operations researchQueuing networks (Data transmission)Industrial engineeringAlgorithms

8. Periodic Little's law

Zhang, Xiaopei
2019
Theses
Operations researchIndustrial engineeringQueuing theoryCentral limit theoremStochastic analysis

9. Security and Statistics on Power Grids

Escobar Santoro, Mauro
2019
Theses
Industrial engineeringElectrical engineeringCyberterrorismElectric power systems--Security measuresPower resources--Data processing

10. Staffing and Scheduling to Differentiate Service in Many-Server Service Systems

Sun, Xu
2019
Theses
Operations researchSchedulingIndustrial engineeringQueuing theoryService industries