1. Applications of AI in Non-Stationary Markets Karatas, Tugce 2023 Theses Artificial intelligence--Financial applicationsFinanceIndustrial engineeringNeural networks (Computer science)Capital assets pricing modelConsolidation and merger of corporations
2. Beyond Worst-Case Analysis for Sequential Decision Making Perivier, Noemie 2023 Theses Operations researchDecision makingPricing--Decision makingMathematical optimizationScheduling--Mathematics
3. Efficient Methods for Large-Scale Dynamic Optimization with Applications to Inventory Management Problems Liu, Xujia 2023 Theses Operations researchMathematical optimizationInventory control--ManagementDecision makingAcyclic models
4. Essays in transportation inequalities, entropic gradient flows and mean field approximations Yeung, Lane Chun Lanston 2023 Theses Operations researchTransportationCalculus of tensorsTrajectory optimizationStochastic analysisMarkov processes
5. Integrating Machine Learning and Optimization for Problems in Contextual Decision-Making and Dynamic Learning Zhao, Yunfan 2023 Theses Operations researchMachine learningDecision makingCombinatorial optimizationPricing--Decision makingReinforcement learning
6. Operations Research Tools for Biology Perry, Mitchell 2023 Theses Operations researchMarkov processesGame theoryT cellsMicrobial metabolism--Mathematical models
7. Queues, Planes and Games: Algorithms for Scheduling Passengers, and Decision Making in Stackelberg Games Ananthanarayanan, Sai Mali 2023 Theses Operations researchIndustrial engineeringAlgorithmsGames--Mathematical modelsQueuing theoryAirlines--Computer network resourcesAirplane occupantsItinerariesMathematical optimization
8. Rare-Event Estimation and Calibration for Large-Scale Stochastic Simulation Models Bai, Yuanlu 2023 Theses Operations researchStochastic processes--Computer simulationMonte Carlo methodSimulation methodsLarge deviations
9. Three Sojourns in Queueing Theory Bergquist, Jacob Mason 2023 Theses Operations researchQueuing theoryConsumers--ResearchCustomer servicesPrices--Econometric modelsMarkov processes
10. Topics in Deep Learning and Data-driven Optimization Bahamou, Achraf 2023 Theses Operations researchDeep learning (Machine learning)Neural networks (Computer science)--Mathematical modelsPricingCombinatorial optimizationDecision making
11. Topics in large-scale limits of interacting systems: games with common noise, quantitative propagation of chaos and networks. Le Flem, Luc 2023 Theses MathematicsGame theoryChaotic behavior in systemsStochastic systems
12. Algorithms for Matching Problems Under Data Accessibility Constraints Hanguir, Oussama 2022 Theses Operations researchCombinatorial optimizationRidesharing--Mathematical modelsInternet advertisingInternet gamesMatching theoryHypergraphs
13. Essays on Discrete Optimization: Optimal Stopping and Popular Matchings Zhang, Xingyu 2022 Theses Operations researchOptimal stopping (Mathematical statistics)Mathematical optimizationGame theoryMatching theoryComputational complexity
14. Essays on Network Theory: Diffusion, Link Analysis, and Hypergraph Learning Wang, Shatian 2022 Theses Operations researchSocial networksAcademy Awards (Motion pictures)Social predictionHypergraphs
15. Essays on Online Learning and Resource Allocation Yin, Steven 2022 Theses Operations researchPricing--Econometric modelsBayesian statistical decision theorySupply and demandResource allocation--Econometric models
16. Essays on Skills-Based Routing Chen, Jinsheng 2022 Theses Operations researchCall centersCustomer servicesStochastic processesHospitals--Employees
17. Extremal Queueing Theory Chen, Yan 2022 Theses Operations researchQueuing theoryCall centersHospitals--Emergency servicesRidesharing--Mathematical modelsAsymptotic distribution (Probability theory)Chebyshev systems
18. Incremental Packing Problems: Algorithms and Polyhedra Zhang, Lingyi 2022 Theses Operations researchAlgorithmsPolyhedraKnapsack problem (Mathematics)Sequences (Mathematics)Polytopes
19. Innovative derivative pricing and time series simulation techniques via machine and deep learning Fu, Weilong 2022 Theses Operations researchMathematicsFinanceDerivative securities--Prices--Mathematical modelsDeep learning (Machine learning)Neural networks (Computer science)--Industrial applications
20. Mean field games with heterogeneous players: From portfolio optimization to network effects Soret, Agathe Camille 2022 Theses Operations researchMathematicsGame theoryGames--Mathematical modelsSymmetry groups