1. Advances in Bayesian inference and stable optimization for large-scale machine learning problems Fagan, Francois Johannes 2019 Theses Operations researchMachine learningMathematical optimizationIndustrial engineering

2. A Family of Latent Variable Convex Relaxations for IBM Model 2 Simion, Andrei 2015 Theses Translating machinesOperations researchMachine translatingComputer scienceArtificial intelligence

3. A Framework for Analyzing Stochastic Optimization Algorithms Under Dependence Zhou, Chaoxu 2020 Theses Operations researchMathematical optimization--Computer programsComputer algorithmsStochastic processes--Computer programsMonte Carlo method

4. Algorithms for Matching Problems Under Data Accessibility Constraints Hanguir, Oussama 2022 Theses Operations researchCombinatorial optimizationRidesharing--Mathematical modelsInternet advertisingInternet gamesMatching theoryHypergraphs

5. Algorithms for Sparse and Low-Rank Optimization: Convergence, Complexity and Applications Ma, Shiqian 2011 Theses Operations researchMathematical optimization

6. Approximate dynamic programming for large scale systems Desai, Vijay V. 2012 Theses Operations researchMathematics

7. Approximation Algorithms for Demand-Response Contract Execution and Coflow Scheduling Qiu, Zhen 2016 Theses Approximation algorithmsMathematical optimizationSchedulingOperations research

8. A Robust Queueing Network Analyzer Based on Indices of Dispersion You, Wei 2019 Theses Operations researchQueuing networks (Data transmission)Industrial engineeringAlgorithms

9. A Simulation Model to Analyze the Impact of Golf Skills and a Scenario-based Approach to Options Portfolio Optimization Ko, Soonmin 2012 Theses EngineeringOperations research

10. Assortment Planning From A Large Universe Goutam, Kumar 2020 Theses Operations researchIndustrial engineeringBrand choice--Mathematical modelsConsumers' preferences--Mathematical models

11. Beyond Worst-Case Analysis for Sequential Decision Making Perivier, Noemie 2023 Theses Operations researchDecision makingPricing--Decision makingMathematical optimizationScheduling--Mathematics

12. Clearinghouse Default Resources: Theory and Empirical Analysis Cheng, Wan-Schwin Allen 2017 Theses FinanceClearinghouses (Banking)Statistical decisionOperations research

13. Contingent Capital: Valuation and Risk Implications Under Alternative Conversion Mechanisms Nouri, Behzad 2012 Theses FinanceOperations research

14. Continuous-Time and Distributionally Robust Mean-Variance Models Chen, Lin 2020 Theses Operations researchIndustrial engineeringFinance

15. Convex Optimization Algorithms and Recovery Theories for Sparse Models in Machine Learning Huang, Bo 2014 Theses MathematicsStatisticsOperations research

16. Convex Optimization and Extensions, with a View Toward Large-Scale Problems Gao, Wenbo 2020 Theses Operations researchIndustrial engineeringMachine learningStochastic systemsNewton-Raphson method

17. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design

19. Designing and Optimizing Matching Markets Lo, Irene Yuan 2018 Theses Operations researchMatching theorySchool choiceMathematical optimization

20. Discrete Optimization Problems in Popular Matchings and Scheduling Powers, Vladlena 2020 Theses Operations researchMatching theoryStatistical matchingSchedulingScheduling--Mathematical models

21. Distributionally Robust Performance Analysis: Data, Dependence and Extremes He, Fei 2018 Theses Operations researchPerformance--AnalysisStochastic modelsProbabilities

22. 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)

23. Efficient Methods for Large-Scale Dynamic Optimization with Applications to Inventory Management Problems Liu, Xujia 2023 Theses Operations researchMathematical optimizationInventory control--ManagementDecision makingAcyclic models

24. Efficient Simulation and Performance Stabilization for Time-Varying Single-Server Queues Ma, Ni 2019 Theses Operations researchQueuing theoryComputer simulationPerformance

25. Efficient Simulation Methods for Estimating Risk Measures Du, Yiping 2011 Theses Operations researchMonte Carlo methodSimulation methodsRisk assessment

26. Essays in Basketball Analytics Keshri, Suraj Kumar 2019 Theses Operations researchBasketballSports--Statistical methodsBasketball players--Ability testingSimulation methodsSports--Mathematical modelsBasketball players--Rating of

28. Essays in information relaxations and scenario analysis for partially observable settings Ruiz Lacedelli, Octavio 2019 Theses Operations researchFinanceMarkov processes

29. Essays in Networked Markets and Financial Technology Alsabah, Humoud 2020 Theses Operations researchIndustrial engineeringStock exchangesFinancial services industry--Technological innovationsFinancial services industry--AutomationBitcoinBusiness enterprises

30. Essays in transportation inequalities, entropic gradient flows and mean field approximations Yeung, Lane Chun Lanston 2023 Theses Operations researchTransportationCalculus of tensorsTrajectory optimizationStochastic analysisMarkov processes

31. Essays on Approximation Algorithms for Robust Linear Optimization Problems Lu, Brian Yin 2016 Theses Mathematical optimizationUncertainty (Information theory)Robust optimizationApproximation algorithmsOperations research

32. Essays on Discrete Optimization: Optimal Stopping and Popular Matchings Zhang, Xingyu 2022 Theses Operations researchOptimal stopping (Mathematical statistics)Mathematical optimizationGame theoryMatching theoryComputational complexity

33. Essays on Inventory Management and Conjoint Analysis Chen, Yupeng 2015 Theses Operations research

34. Essays on Inventory Management and Object Allocation Lee, Thiam Hui 2012 Theses Operations research

35. Essays on Network Theory: Diffusion, Link Analysis, and Hypergraph Learning Wang, Shatian 2022 Theses Operations researchSocial networksAcademy Awards (Motion pictures)Social predictionHypergraphs

36. Essays on Online Learning and Resource Allocation Yin, Steven 2022 Theses Operations researchPricing--Econometric modelsBayesian statistical decision theorySupply and demandResource allocation--Econometric models

37. Essays on Skills-Based Routing Chen, Jinsheng 2022 Theses Operations researchCall centersCustomer servicesStochastic processesHospitals--Employees

38. Exact simulation algorithms with applications in queueing theory and extreme value analysis Liu, Zhipeng 2020 Theses Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods

39. Exact Simulation Techniques in Applied Probability and Stochastic Optimization Pei, Yanan 2018 Theses Operations researchProbabilitiesPerfect simulation (Statistics)Mathematical optimizationStatistics

40. Excluding Induced Paths: Graph Structure and Coloring Maceli, Peter Lawson 2015 Theses Operations researchMathematicsComputer science

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

42. Financial Portfolio Risk Management: Model Risk, Robustness and Rebalancing Error Xu, Xingbo 2013 Theses Operations researchFinanceMathematics

43. First Order Methods for Large-Scale Sparse Optimization Aybat, Necdet Serhat 2011 Theses Operations researchMathematics

44. From Continuous to Discrete: Studies on Continuity Corrections and Monte Carlo Simulation with Applications to Barrier Options and American Options Cao, Menghui 2014 Theses Operations researchFinance

45. Fundamental Tradeoffs for Modeling Customer Preferences in Revenue Management Desir, Antoine Minh 2017 Theses Operations researchRevenue managementConsumers' preferences--Mathematical modelsIndustrial engineering

47. High-Dimensional Portfolio Management: Taxes, Execution and Information Relaxations Wang, Chun 2014 Theses Operations researchFinance

48. Incremental Packing Problems: Algorithms and Polyhedra Zhang, Lingyi 2022 Theses Operations researchAlgorithmsPolyhedraKnapsack problem (Mathematics)Sequences (Mathematics)Polytopes

49. 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

50. Integer programming techniques for Polynomial Optimization Munoz, Gonzalo 2017 Theses Operations researchMathematicsPolynomialsInteger programmingMathematical optimization

51. 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

52. Learning to Optimize Decisions in Online Service Platforms Zhao, Jingtong 2021 Theses Operations researchConsumer behaviorElectronic commerce--Customer servicesCustomer services--EvaluationComputing platforms

53. Many-Server Queues with Time-Varying Arrivals, Customer Abandonment, and non-Exponential Distributions Liu, Yunan 2011 Theses Operations researchStochastic modelsQueuing theoryConsumer satisfactionCustomer services--EvaluationHospital patientsConsumer behavior--Mathematical models

54. Mean field games with heterogeneous players: From portfolio optimization to network effects Soret, Agathe Camille 2022 Theses Operations researchMathematicsGame theoryGames--Mathematical modelsSymmetry groups

55. Methods for Pricing Pre-Earnings Equity Options and Leveraged ETF Options Santoli, Marco 2015 Theses FinanceOperations research

56. Models for managing surge capacity in the face of an influenza epidemic Zenteno, Ana 2013 Theses Operations researchPublic health

57. Multiproduct Pricing Management and Design of New Service Products Wang, Ruxian 2012 Theses Operations researchIndustrial engineering

58. Network Resource Allocation Under Fairness Constraints Chandramouli, Shyam Sundar 2014 Theses Operations research

59. 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

60. New Algorithms and Analysis Techniques for Reinforcement Learning Jia, Randy 2020 Theses Operations researchMachine learningDecision making

61. New Analytics Paradigms in Online Advertising and Fantasy Sports Singal, Raghav 2020 Theses Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics

62. New Quantitative Approaches to Asset Selection and Portfolio Construction Song, Irene 2014 Theses Operations research

63. Non-Bayesian Inference and Prediction Xiao, Di 2017 Theses Operations researchMathematical statisticsIndustrial engineering

64. Online Algorithms for Dynamic Resource Allocation Problems Wang, Xinshang 2017 Theses Operations researchResource allocationAlgorithms

65. On the Kidney Exchange Problem and Online Minimum Energy Scheduling Herrera Humphries, Tulia 2014 Theses Operations research

66. 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

67. On the Trade-oﬀs between Modeling Power and Algorithmic Complexity Ye, Chun 2016 Theses Operations researchMultiagent systemsMathematical optimizationApproximation algorithmsMathematical models

68. Operations Research Tools for Biology Perry, Mitchell 2023 Theses Operations researchMarkov processesGame theoryT cellsMicrobial metabolism--Mathematical models

69. Optimal Dynamic Strategies for Index Tracking and Algorithmic Trading Ward, Brian Michael 2017 Theses Operations researchMathematicsFinanceFinancial engineering

70. Optimal Multiple Stopping Approach to Mean Reversion Trading Li, Xin 2015 Theses Operations researchFinance

71. Optimal Stopping and Switching Problems with Financial Applications Wang, Zheng 2016 Theses Assets (Accounting)Mathematical optimizationOrnstein-Uhlenbeck processBrownian motion processesFinance--Mathematical modelsOperations researchFinance

72. Optimization Algorithms for Structured Machine Learning and Image Processing Problems Qin, Zhiwei 2013 Theses Operations researchComputer scienceStatistics

73. Optimization and learning in dynamic environments: models and algorithms Shukla, Apurv 2022 Theses Operations researchMathematical optimizationStochastic processesLearning--Mathematical models

74. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning

75. Optimization in Strategic Environments Feigenbaum, Itai Izhak 2016 Theses Mathematical optimizationAlgorithmsPlannersOperations research

76. Perfect Simulation and Deployment Strategies for Detection Wallwater, Aya 2015 Theses Operations research

77. Perfect Simulation, Sample-path Large Deviations, and Multiscale Modeling for Some Fundamental Queueing Systems Chen, Xinyun 2014 Theses Operations research

78. Periodic Little's law Zhang, Xiaopei 2019 Theses Operations researchIndustrial engineeringQueuing theoryCentral limit theoremStochastic analysis

79. Permissioned Blockchain Adoption in Supply Chains Wang, Wenjun 2022 Theses EconomicsOperations researchConsumer goods--PricesBlockchains (Databases)Industrial organization (Economic theory)

80. Price Dynamics & Trading Strategies in the Commodities Market Guo, Kevin 2018 Theses Operations researchFinanceCommodity exchangesPricesExchange traded funds

81. Pricing Analytics for Reusable Resources Sun, Yunjie 2019 Theses Operations researchPricingMicroeconomicsAircraft industrySpare parts--Prices

82. Pricing Tools and Analysis for Emerging e-Commerce Technologies Hamilton, Michael Levi 2019 Theses Operations researchPricingElectronic commerceMobile games industry

83. Pricing, Trading and Clearing of Defaultable Claims Subject to Counterparty Risk Kim, Jinbeom 2014 Theses Operations researchFinance

85. Product Line Design, Pricing and Framing under General Choice Models Li, Anran 2018 Theses Operations researchIndustrial engineeringConsumer behaviorProduct lines

86. 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

87. Ranking Algorithms on Directed Configuration Networks Chen, Ningyuan 2015 Theses Operations researchComputer science

88. Rare-Event Estimation and Calibration for Large-Scale Stochastic Simulation Models Bai, Yuanlu 2023 Theses Operations researchStochastic processes--Computer simulationMonte Carlo methodSimulation methodsLarge deviations

89. Recursive Utility with Narrow Framing: Properties and Applications Guo, Jing 2017 Theses Operations research

90. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making

91. Revenue Management in Video Games and with Fairness Lei, Xiao 2022 Theses Operations researchVideo gamesElectronic commerceRevenue management

92. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes

93. Sequential Decision Making with Combinatorial Actions and High-Dimensional Contexts Oh, Min-hwan 2020 Theses Operations researchReinforcement learningMachine learningStatisticsDecision making

94. Simplifying Revenue Management Sheth, Harsh Tarak 2024 Theses Operations researchRevenue managementPricingPricing--Decision makingPricing--Econometric modelsRetail trade--PricesMathematical optimization

95. Smart Grid Risk Management Abad Lopez, Carlos Adrian 2015 Theses Operations researchPower resources

96. Some Problems in Graph Theory and Scheduling Zhong, Mingxian 2018 Theses Operations researchComputer science--MathematicsMathematicsGraph theoryScheduling

97. Stability of first-order methods in tame optimization Lai, Lexiao 2024 Theses Operations researchMathematical optimizationSmoothness of functionsGeometry, Algebraic

98. Staffing and Scheduling to Differentiate Service in Many-Server Service Systems Sun, Xu 2019 Theses Operations researchSchedulingIndustrial engineeringQueuing theoryService industries

99. Statistically and Computationally Efficient Resampling and Distributionally Robust Optimization with Applications Liu, Zhenyuan 2024 Theses Operations researchStatisticsRobust optimizationResampling (Statistics)Gaussian processesBootstrap (Statistics)Monte Carlo method

100. Statistically Efficient Methods for Computation-Aware Uncertainty Quantification and Rare-Event Optimization He, Shengyi 2024 Theses Operations researchStatisticsStochastic processes--Mathematical modelsMathematical optimizationBootstrap (Statistics)Sampling (Statistics)