1. Algorithm Design and Localization Analysis in Sequential and Statistical Learning Xu, Yunbei 2023 Theses MathematicsOperations researchComputer scienceMachine learning--Statistical methodsBayesian statistical decision theoryAlgorithms--Design
2. Beyond Worst-Case Analysis for Sequential Decision Making Perivier, Noemie 2023 Theses Operations researchDecision makingPricing--Decision makingMathematical optimizationScheduling--Mathematics
3. Efficient Adoption of Residential Energy Technologies Through Improved Electric Retail Rate Design Rauschkolb, Noah Benjamin 2023 Theses Mechanical engineeringEconomicsOperations researchAir source heat pump systemsHeat pumps--EvaluationDwellings--Energy conservationCarbon dioxide mitigation
4. Efficient Methods for Large-Scale Dynamic Optimization with Applications to Inventory Management Problems Liu, Xujia 2023 Theses Operations researchMathematical optimizationInventory control--ManagementDecision makingAcyclic models
5. Essays in transportation inequalities, entropic gradient flows and mean field approximations Yeung, Lane Chun Lanston 2023 Theses Operations researchTransportationCalculus of tensorsTrajectory optimizationStochastic analysisMarkov processes
6. Essays on Dynamic Optimization for Markets and Networks Gan, Yuanling 2023 Theses Operations researchDecision making--Mathematical modelsFinance--Decision makingGame theory--Mathematical modelsInternet gamesStochastic processes
7. Improved Asymptotics for Multi-armed Bandit Experiments under Optimism-based Policies: Theory and Applications Kalvit, Anand 2023 Theses Operations researchDecision makingElectronic commerce
8. 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
9. Operations Research Tools for Biology Perry, Mitchell 2023 Theses Operations researchMarkov processesGame theoryT cellsMicrobial metabolism--Mathematical models
10. 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
11. Rare-Event Estimation and Calibration for Large-Scale Stochastic Simulation Models Bai, Yuanlu 2023 Theses Operations researchStochastic processes--Computer simulationMonte Carlo methodSimulation methodsLarge deviations
12. Three Sojourns in Queueing Theory Bergquist, Jacob Mason 2023 Theses Operations researchQueuing theoryConsumers--ResearchCustomer servicesPrices--Econometric modelsMarkov processes
13. 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
14. Algorithms for Matching Problems Under Data Accessibility Constraints Hanguir, Oussama 2022 Theses Operations researchCombinatorial optimizationRidesharing--Mathematical modelsInternet advertisingInternet gamesMatching theoryHypergraphs
15. Essays on Discrete Optimization: Optimal Stopping and Popular Matchings Zhang, Xingyu 2022 Theses Operations researchOptimal stopping (Mathematical statistics)Mathematical optimizationGame theoryMatching theoryComputational complexity
16. Essays on Network Theory: Diffusion, Link Analysis, and Hypergraph Learning Wang, Shatian 2022 Theses Operations researchSocial networksAcademy Awards (Motion pictures)Social predictionHypergraphs
17. Essays on Online Learning and Resource Allocation Yin, Steven 2022 Theses Operations researchPricing--Econometric modelsBayesian statistical decision theorySupply and demandResource allocation--Econometric models
18. Essays on Skills-Based Routing Chen, Jinsheng 2022 Theses Operations researchCall centersCustomer servicesStochastic processesHospitals--Employees
19. Extremal Queueing Theory Chen, Yan 2022 Theses Operations researchQueuing theoryCall centersHospitals--Emergency servicesRidesharing--Mathematical modelsAsymptotic distribution (Probability theory)Chebyshev systems
20. Incremental Packing Problems: Algorithms and Polyhedra Zhang, Lingyi 2022 Theses Operations researchAlgorithmsPolyhedraKnapsack problem (Mathematics)Sequences (Mathematics)Polytopes