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. 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
7. Approximate dynamic programming for large scale systems Desai, Vijay V. 2012 Theses Operations researchMathematics
8. Approximation Algorithms for Demand-Response Contract Execution and Coflow Scheduling Qiu, Zhen 2016 Theses Approximation algorithmsMathematical optimizationSchedulingOperations research
9. A Robust Queueing Network Analyzer Based on Indices of Dispersion You, Wei 2019 Theses Operations researchQueuing networks (Data transmission)Industrial engineeringAlgorithms
10. 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
11. Assortment Planning From A Large Universe Goutam, Kumar 2020 Theses Operations researchIndustrial engineeringBrand choice--Mathematical modelsConsumers' preferences--Mathematical models
12. Beyond Worst-Case Analysis for Sequential Decision Making Perivier, Noemie 2023 Theses Operations researchDecision makingPricing--Decision makingMathematical optimizationScheduling--Mathematics
13. Clearinghouse Default Resources: Theory and Empirical Analysis Cheng, Wan-Schwin Allen 2017 Theses FinanceClearinghouses (Banking)Statistical decisionOperations research
14. Contingent Capital: Valuation and Risk Implications Under Alternative Conversion Mechanisms Nouri, Behzad 2012 Theses FinanceOperations research
15. Continuous-Time and Distributionally Robust Mean-Variance Models Chen, Lin 2020 Theses Operations researchIndustrial engineeringFinance
16. Convex Optimization Algorithms and Recovery Theories for Sparse Models in Machine Learning Huang, Bo 2014 Theses MathematicsStatisticsOperations research
17. Convex Optimization and Extensions, with a View Toward Large-Scale Problems Gao, Wenbo 2020 Theses Operations researchIndustrial engineeringMachine learningStochastic systemsNewton-Raphson method
18. Cutting Planes for Convex Objective Nonconvex Optimization Michalka, Alexander 2013 Theses Industrial engineering
19. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design
21. Designing and Optimizing Matching Markets Lo, Irene Yuan 2018 Theses Operations researchMatching theorySchool choiceMathematical optimization
22. Discrete Optimization Problems in Popular Matchings and Scheduling Powers, Vladlena 2020 Theses Operations researchMatching theoryStatistical matchingSchedulingScheduling--Mathematical models
23. Distributionally Robust Performance Analysis: Data, Dependence and Extremes He, Fei 2018 Theses Operations researchPerformance--AnalysisStochastic modelsProbabilities
24. 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)
25. Efficient Methods for Large-Scale Dynamic Optimization with Applications to Inventory Management Problems Liu, Xujia 2023 Theses Operations researchMathematical optimizationInventory control--ManagementDecision makingAcyclic models
26. Efficient Simulation and Performance Stabilization for Time-Varying Single-Server Queues Ma, Ni 2019 Theses Operations researchQueuing theoryComputer simulationPerformance
27. Efficient Simulation Methods for Estimating Risk Measures Du, Yiping 2011 Theses Operations researchMonte Carlo methodSimulation methodsRisk assessment
28. Essays in Basketball Analytics Keshri, Suraj Kumar 2019 Theses Operations researchBasketballSports--Statistical methodsBasketball players--Ability testingSimulation methodsSports--Mathematical modelsBasketball players--Rating of
30. Essays in information relaxations and scenario analysis for partially observable settings Ruiz Lacedelli, Octavio 2019 Theses Operations researchFinanceMarkov processes
31. Essays in Networked Markets and Financial Technology Alsabah, Humoud 2020 Theses Operations researchIndustrial engineeringStock exchangesFinancial services industry--Technological innovationsFinancial services industry--AutomationBitcoinBusiness enterprises
32. Essays in transportation inequalities, entropic gradient flows and mean field approximations Yeung, Lane Chun Lanston 2023 Theses Operations researchTransportationCalculus of tensorsTrajectory optimizationStochastic analysisMarkov processes
33. Essays on Approximation Algorithms for Robust Linear Optimization Problems Lu, Brian Yin 2016 Theses Mathematical optimizationUncertainty (Information theory)Robust optimizationApproximation algorithmsOperations research
34. Essays on Discrete Optimization: Optimal Stopping and Popular Matchings Zhang, Xingyu 2022 Theses Operations researchOptimal stopping (Mathematical statistics)Mathematical optimizationGame theoryMatching theoryComputational complexity
35. Essays on Inventory Management and Conjoint Analysis Chen, Yupeng 2015 Theses Operations research
36. Essays on Inventory Management and Object Allocation Lee, Thiam Hui 2012 Theses Operations research
37. Essays on Network Theory: Diffusion, Link Analysis, and Hypergraph Learning Wang, Shatian 2022 Theses Operations researchSocial networksAcademy Awards (Motion pictures)Social predictionHypergraphs
38. Essays on Online Learning and Resource Allocation Yin, Steven 2022 Theses Operations researchPricing--Econometric modelsBayesian statistical decision theorySupply and demandResource allocation--Econometric models
39. Essays on Skills-Based Routing Chen, Jinsheng 2022 Theses Operations researchCall centersCustomer servicesStochastic processesHospitals--Employees
40. Exact simulation algorithms with applications in queueing theory and extreme value analysis Liu, Zhipeng 2020 Theses Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods
41. Exact Simulation Techniques in Applied Probability and Stochastic Optimization Pei, Yanan 2018 Theses Operations researchProbabilitiesPerfect simulation (Statistics)Mathematical optimizationStatistics
42. Excluding Induced Paths: Graph Structure and Coloring Maceli, Peter Lawson 2015 Theses Operations researchMathematicsComputer science
43. Extremal Queueing Theory Chen, Yan 2022 Theses Operations researchQueuing theoryCall centersHospitals--Emergency servicesRidesharing--Mathematical modelsAsymptotic distribution (Probability theory)Chebyshev systems
44. Financial Portfolio Risk Management: Model Risk, Robustness and Rebalancing Error Xu, Xingbo 2013 Theses Operations researchFinanceMathematics
45. First Order Methods for Large-Scale Sparse Optimization Aybat, Necdet Serhat 2011 Theses Operations researchMathematics
46. 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
47. Fundamental Tradeoffs for Modeling Customer Preferences in Revenue Management Desir, Antoine Minh 2017 Theses Operations researchRevenue managementConsumers' preferences--Mathematical modelsIndustrial engineering
49. High-Dimensional Portfolio Management: Taxes, Execution and Information Relaxations Wang, Chun 2014 Theses Operations researchFinance
50. Incremental Packing Problems: Algorithms and Polyhedra Zhang, Lingyi 2022 Theses Operations researchAlgorithmsPolyhedraKnapsack problem (Mathematics)Sequences (Mathematics)Polytopes
51. 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
52. Integer programming techniques for Polynomial Optimization Munoz, Gonzalo 2017 Theses Operations researchMathematicsPolynomialsInteger programmingMathematical optimization
53. 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
54. Learning to Optimize Decisions in Online Service Platforms Zhao, Jingtong 2021 Theses Operations researchConsumer behaviorElectronic commerce--Customer servicesCustomer services--EvaluationComputing platforms
55. 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
56. Mean field games with heterogeneous players: From portfolio optimization to network effects Soret, Agathe Camille 2022 Theses Operations researchMathematicsGame theoryGames--Mathematical modelsSymmetry groups
57. Me, Myself and I: time-inconsistent stochastic control, contract theory and backward stochastic Volterra integral equations Hernandez Ramirez, Miguel Camilo 2021 Theses MathematicsEconomicsContracts--Mathematical modelsVolterra equationsStochastic control theory--Statistical methods
58. Methods for Pricing Pre-Earnings Equity Options and Leveraged ETF Options Santoli, Marco 2015 Theses FinanceOperations research
59. Models for managing surge capacity in the face of an influenza epidemic Zenteno, Ana 2013 Theses Operations researchPublic health
60. Multiproduct Pricing Management and Design of New Service Products Wang, Ruxian 2012 Theses Operations researchIndustrial engineering
61. Network Resource Allocation Under Fairness Constraints Chandramouli, Shyam Sundar 2014 Theses Operations research
62. 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
63. New Algorithms and Analysis Techniques for Reinforcement Learning Jia, Randy 2020 Theses Operations researchMachine learningDecision making
64. New Analytics Paradigms in Online Advertising and Fantasy Sports Singal, Raghav 2020 Theses Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics
65. New Optimization Models and Methods for Classical, Infinite-Dimensional, and Online Fisher Markets Gao, Yuan 2022 Theses Operations research--Mathematical modelsComputer scienceEconomicsElectronic commerceEquilibrium (Economics)--Mathematical models
66. New Quantitative Approaches to Asset Selection and Portfolio Construction Song, Irene 2014 Theses Operations research
67. Non-Bayesian Inference and Prediction Xiao, Di 2017 Theses Operations researchMathematical statisticsIndustrial engineering
68. Online Algorithms for Dynamic Resource Allocation Problems Wang, Xinshang 2017 Theses Operations researchResource allocationAlgorithms
69. On the Kidney Exchange Problem and Online Minimum Energy Scheduling Herrera Humphries, Tulia 2014 Theses Operations research
70. 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
71. On the Trade-offs between Modeling Power and Algorithmic Complexity Ye, Chun 2016 Theses Operations researchMultiagent systemsMathematical optimizationApproximation algorithmsMathematical models
72. Operations Research Tools for Biology Perry, Mitchell 2023 Theses Operations researchMarkov processesGame theoryT cellsMicrobial metabolism--Mathematical models
73. Optimal Dynamic Strategies for Index Tracking and Algorithmic Trading Ward, Brian Michael 2017 Theses Operations researchMathematicsFinanceFinancial engineering
74. Optimal Multiple Stopping Approach to Mean Reversion Trading Li, Xin 2015 Theses Operations researchFinance
75. Optimal Stopping and Switching Problems with Financial Applications Wang, Zheng 2016 Theses Assets (Accounting)Mathematical optimizationOrnstein-Uhlenbeck processBrownian motion processesFinance--Mathematical modelsOperations researchFinance
76. Optimization Algorithms for Structured Machine Learning and Image Processing Problems Qin, Zhiwei 2013 Theses Operations researchComputer scienceStatistics
77. Optimization and learning in dynamic environments: models and algorithms Shukla, Apurv 2022 Theses Operations researchMathematical optimizationStochastic processesLearning--Mathematical models
78. Optimization and revenue management in complex networks Yang, Shuoguang 2020 Theses EngineeringInternetSystem analysisConsumers--Attitudes--ResearchEconomicsAmazon.com (Firm)
79. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
80. Optimization in Strategic Environments Feigenbaum, Itai Izhak 2016 Theses Mathematical optimizationAlgorithmsPlannersOperations research
81. 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
82. Perfect Simulation and Deployment Strategies for Detection Wallwater, Aya 2015 Theses Operations research
83. Perfect Simulation, Sample-path Large Deviations, and Multiscale Modeling for Some Fundamental Queueing Systems Chen, Xinyun 2014 Theses Operations research
84. Periodic Little's law Zhang, Xiaopei 2019 Theses Operations researchIndustrial engineeringQueuing theoryCentral limit theoremStochastic analysis
85. Permissioned Blockchain Adoption in Supply Chains Wang, Wenjun 2022 Theses EconomicsOperations researchConsumer goods--PricesBlockchains (Databases)Industrial organization (Economic theory)
86. Price Dynamics & Trading Strategies in the Commodities Market Guo, Kevin 2018 Theses Operations researchFinanceCommodity exchangesPricesExchange traded funds
87. Pricing Analytics for Reusable Resources Sun, Yunjie 2019 Theses Operations researchPricingMicroeconomicsAircraft industrySpare parts--Prices
88. Pricing Tools and Analysis for Emerging e-Commerce Technologies Hamilton, Michael Levi 2019 Theses Operations researchPricingElectronic commerceMobile games industry
89. Pricing, Trading and Clearing of Defaultable Claims Subject to Counterparty Risk Kim, Jinbeom 2014 Theses Operations researchFinance
90. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning Lut, Yuliia 2022 Theses StatisticsMachine learningPrivacyData protectionInternet searching
92. Product Line Design, Pricing and Framing under General Choice Models Li, Anran 2018 Theses Operations researchIndustrial engineeringConsumer behaviorProduct lines
93. Quantitative Modeling of Credit Derivatives Kan, Yu Hang 2011 Theses FinanceMathematicsCredit derivativesHedging (Finance)--Mathematical models
94. 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
95. Ranking Algorithms on Directed Configuration Networks Chen, Ningyuan 2015 Theses Operations researchComputer science
96. Rare-Event Estimation and Calibration for Large-Scale Stochastic Simulation Models Bai, Yuanlu 2023 Theses Operations researchStochastic processes--Computer simulationMonte Carlo methodSimulation methodsLarge deviations
97. Rare Events in Stochastic Systems: Modeling, Simulation Design and Algorithm Analysis Shi, Yixi 2013 Theses EngineeringMathematics
98. Recursive Utility with Narrow Framing: Properties and Applications Guo, Jing 2017 Theses Operations research
99. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
100. Resource Cost Aware Scheduling Problems Carrasco, Rodrigo 2013 Theses Industrial engineeringMathematics