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1. 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

2. Algorithms for Matching Problems Under Data Accessibility Constraints

Hanguir, Oussama
2022
Theses
Operations researchCombinatorial optimizationRidesharing--Mathematical modelsInternet advertisingInternet gamesMatching theoryHypergraphs

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

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

4. Essays on Network Theory: Diffusion, Link Analysis, and Hypergraph Learning

Wang, Shatian
2022
Theses
Operations researchSocial networksAcademy Awards (Motion pictures)Social predictionHypergraphs

5. Essays on Online Learning and Resource Allocation

Yin, Steven
2022
Theses
Operations researchPricing--Econometric modelsBayesian statistical decision theorySupply and demandResource allocation--Econometric models

6. Essays on Skills-Based Routing

Chen, Jinsheng
2022
Theses
Operations researchCall centersCustomer servicesStochastic processesHospitals--Employees

7. Extremal Queueing Theory

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

8. Incremental Packing Problems: Algorithms and Polyhedra

Zhang, Lingyi
2022
Theses
Operations researchAlgorithmsPolyhedraKnapsack problem (Mathematics)Sequences (Mathematics)Polytopes

9. 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

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

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

11. On the Misclassification Cost Problem and Dynamic Resource Allocation Models for EMS

Sanabria Buenaventura, Elioth Mirsha
2022
Theses
Operations researchMathematicsEmergency medical servicesDecision makingNosocomial infectionsHospital patientsCall centersMarkov processes

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

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

13. Permissioned Blockchain Adoption in Supply Chains

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

14. Revenue Management in Video Games and with Fairness

Lei, Xiao
2022
Theses
Operations researchVideo gamesElectronic commerceRevenue management

15. 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.)

16. 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

17. Learning to Optimize Decisions in Online Service Platforms

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

18. Reinforcement Learning: New Algorithms and An Application for Integer Programming

Tang, Yunhao
2021
Theses
Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making

19. Robust and Interpretable Sequential Decision-Making for Healthcare

Grand-Clement, Julien
2021
Theses
Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes

20. Stochastic Methods in Optimization and Machine Learning

Li, Fengpei
2021
Theses
Operations researchArtificial intelligenceMachine learningStochastic processes--Computer programs

21. Supply Chain and Service Operations with Demand-Side Flexibility

Zhou, Yeqing
2021
Theses
Operations researchElectronic commerceConsumption (Economics)Consumers--Attitudes--ResearchSupply and demandSocial distanceCOVID-19 (Disease)--Social aspectsElevatorsQueuing theory

22. Topics in Simulation: Random Graphs and Emergency Medical Services

Lelo de Larrea Andrade, Enrique
2021
Theses
Operations researchCOVID-19 (Disease)Emergency medical servicesHospital patients--TransportationSimulation methodsColumbia UniversityNew York (N.Y.). Fire Department

23. Topics in Simulation: Random Graphs and Emergency Medical Services

Lelo de Larrea Andrade, Enrique
2021
Theses
Operations researchSimulation methodsEmergency medical servicesCOVID-19 (Disease)Hospital patients--Transportation

24. Variable Clustering Methods and Applications in Portfolio Selection

Xu, Xiao
2021
Theses
Operations researchFinancePortfolio managementStocks--Rate of returnStandard and Poor's Corporation

25. A Framework for Analyzing Stochastic Optimization Algorithms Under Dependence

Zhou, Chaoxu
2020
Theses
Operations researchMathematical optimization--Computer programsComputer algorithmsStochastic processes--Computer programsMonte Carlo method

26. Assortment Planning From A Large Universe

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

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

Chen, Lin
2020
Theses
Operations researchIndustrial engineeringFinance

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

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

29. Discrete Optimization Problems in Popular Matchings and Scheduling

Powers, Vladlena
2020
Theses
Operations researchMatching theoryStatistical matchingScheduling

30. Essays in Networked Markets and Financial Technology

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

31. Exact simulation algorithms with applications in queueing theory and extreme value analysis

Liu, Zhipeng
2020
Theses
Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods

32. Network Structures, Concurrency, and Interpretability: Lessons from the Development of an AI Enabled Graph Database System

Cooper, Hal James
2020
Theses
Computer scienceOperations researchGraph databasesArtificial intelligenceGraph theory--Data processing

33. New Algorithms and Analysis Techniques for Reinforcement Learning

Jia, Randy
2020
Theses
Operations researchMachine learningDecision making

34. New Analytics Paradigms in Online Advertising and Fantasy Sports

Singal, Raghav
2020
Theses
Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics

35. Optimization Foundations of Reinforcement Learning

Bhandari, Jalaj
2020
Theses
Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning

36. Sequential Decision Making with Combinatorial Actions and High-Dimensional Contexts

Oh, Min-hwan
2020
Theses
Operations researchReinforcement learningMachine learningStatisticsDecision making

37. Submodular Secretary Problem with Shortlists under General Constraints

Shadravan, Mohammad
2020
Theses
Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions

38. Tractable Policies in Dynamic Robust Optimization

El Housni, Omar
2020
Theses
Operations researchDecision makingMathematical optimization

39. Training Decision Trees for Optimal Decision-Making

McNellis, Ryan Thomas
2020
Theses
Operations researchStatisticsMathematicsDecision makingDecision trees

40. Uncertainty Quantification in Data-Driven Simulation and Optimization: Statistical and Computational Efficiency

Qian, Huajie
2020
Theses
Operations researchStatisticsStochastic analysisBootstrap (Statistics)

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

Fagan, Francois Johannes
2019
Theses
Operations researchMachine learningMathematical optimizationIndustrial engineering

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

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

43. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks

Sakr, Nourhan
2019
Theses
Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design

44. Dynamic Pricing and Demand Shaping: Theory and Applications in Online Assortments, Ride Sharing and Smart Grids

Wang, Shuangyu
2019
Theses
Operations researchRevenue managementBusinessPricingDemand (Economic theory)

45. Efficient Simulation and Performance Stabilization for Time-Varying Single-Server Queues

Ma, Ni
2019
Theses
Operations researchQueuing theoryComputer simulationPerformance

46. Essays in Basketball Analytics

Keshri, Suraj Kumar
2019
Theses
Operations researchBasketballSports--Statistical methodsBasketball players--Ability testingSimulation methodsSports--Mathematical modelsBasketball players--Rating of

47. Essays in information relaxations and scenario analysis for partially observable settings

Ruiz Lacedelli, Octavio
2019
Theses
Operations researchFinanceMarkov processes

48. Periodic Little's law

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

49. Pricing Analytics for Reusable Resources

Sun, Yunjie
2019
Theses
Operations researchPricingMicroeconomicsSpare parts--Prices

50. Pricing Tools and Analysis for Emerging e-Commerce Technologies

Hamilton, Michael Levi
2019
Theses
Operations researchPricingElectronic commerceMobile games industry