1. Algorithms for Sparse and Low-Rank Optimization: Convergence, Complexity and Applications Ma, Shiqian 2011 Theses Operations researchMathematical optimization
2. Efficient Simulation Methods for Estimating Risk Measures Du, Yiping 2011 Theses Operations researchMonte Carlo methodSimulation methodsRisk assessment
3. First Order Methods for Large-Scale Sparse Optimization Aybat, Necdet Serhat 2011 Theses Operations researchMathematics
4. 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
5. Quantitative Modeling of Credit Derivatives Kan, Yu Hang 2011 Theses FinanceMathematicsCredit derivativesHedging (Finance)--Mathematical models
6. Approximate dynamic programming for large scale systems Desai, Vijay V. 2012 Theses Operations researchMathematics
7. 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
8. Contingent Capital: Valuation and Risk Implications Under Alternative Conversion Mechanisms Nouri, Behzad 2012 Theses FinanceOperations research
9. Essays on Inventory Management and Object Allocation Lee, Thiam Hui 2012 Theses Operations research
10. Multiproduct Pricing Management and Design of New Service Products Wang, Ruxian 2012 Theses Operations researchIndustrial engineering
11. Three Essays on Dynamic Pricing and Resource Allocation Nur, Cavdaroglu 2012 Theses Operations research
12. Cutting Planes for Convex Objective Nonconvex Optimization Michalka, Alexander 2013 Theses Industrial engineering
13. Financial Portfolio Risk Management: Model Risk, Robustness and Rebalancing Error Xu, Xingbo 2013 Theses Operations researchFinanceMathematics
14. Models for managing surge capacity in the face of an influenza epidemic Zenteno, Ana 2013 Theses Operations researchPublic health
15. Optimization Algorithms for Structured Machine Learning and Image Processing Problems Qin, Zhiwei 2013 Theses Operations researchComputer scienceStatistics
16. Rare Events in Stochastic Systems: Modeling, Simulation Design and Algorithm Analysis Shi, Yixi 2013 Theses EngineeringMathematics
17. Resource Cost Aware Scheduling Problems Carrasco, Rodrigo 2013 Theses Industrial engineeringMathematics
18. Stochastic Models of Limit Order Markets Kukanov, Arseniy 2013 Theses Operations researchFinanceStatistics
19. Tournaments With Forbidden Substructures and the Erdos-Hajnal Conjecture Choromanski, Krzysztof 2013 Theses Mathematics
20. Two Papers of Financial Engineering Relating to the Risk of the 2007--2008 Financial Crisis Zhong, Haowen 2013 Theses Operations researchStatistics
21. Convex Optimization Algorithms and Recovery Theories for Sparse Models in Machine Learning Huang, Bo 2014 Theses MathematicsStatisticsOperations research
23. Domestic Septic Tanks for Treating Sewage and Biogas Generation Modjinou, Mawufemo 2014 Theses Mechanical engineeringEnvironmental engineering
25. 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
27. High-Dimensional Portfolio Management: Taxes, Execution and Information Relaxations Wang, Chun 2014 Theses Operations researchFinance
28. Network Resource Allocation Under Fairness Constraints Chandramouli, Shyam Sundar 2014 Theses Operations research
29. New Quantitative Approaches to Asset Selection and Portfolio Construction Song, Irene 2014 Theses Operations research
30. On the Kidney Exchange Problem and Online Minimum Energy Scheduling Herrera Humphries, Tulia 2014 Theses Operations research
31. Perfect Simulation, Sample-path Large Deviations, and Multiscale Modeling for Some Fundamental Queueing Systems Chen, Xinyun 2014 Theses Operations research
32. Pricing, Trading and Clearing of Defaultable Claims Subject to Counterparty Risk Kim, Jinbeom 2014 Theses Operations researchFinance
33. Stochastic Approximation Algorithms in the Estimation of Quasi-Stationary Distribution of Finite and General State Space Markov Chains Zheng, Shuheng 2014 Theses Operations research
34. Studies in Stochastic Networks: Efficient Monte-Carlo Methods, Modeling and Asymptotic Analysis Dong, Jing 2014 Theses Operations researchMathematics
36. A Family of Latent Variable Convex Relaxations for IBM Model 2 Simion, Andrei 2015 Theses Translating machinesOperations researchMachine translatingComputer scienceArtificial intelligence
37. Essays on Inventory Management and Conjoint Analysis Chen, Yupeng 2015 Theses Operations research
38. Excluding Induced Paths: Graph Structure and Coloring Maceli, Peter Lawson 2015 Theses Operations researchMathematicsComputer science
39. Methods for Pricing Pre-Earnings Equity Options and Leveraged ETF Options Santoli, Marco 2015 Theses FinanceOperations research
40. Optimal Multiple Stopping Approach to Mean Reversion Trading Li, Xin 2015 Theses Operations researchFinance
41. Perfect Simulation and Deployment Strategies for Detection Wallwater, Aya 2015 Theses Operations research
42. Ranking Algorithms on Directed Configuration Networks Chen, Ningyuan 2015 Theses Operations researchComputer science
43. Smart Grid Risk Management Abad Lopez, Carlos Adrian 2015 Theses Operations researchPower resources
44. Stochastic Networks: Modeling, Simulation Design and Risk Control Li, Juan 2015 Theses Operations researchEngineeringFinance
46. Wind Resource Assessment for Utility-Scale Clean Energy Project: The Case of Sao Vicente Island Yussuff, Abdulmutalib 2015 Theses Winds--Speed--MeasurementWind powerEnvironmental engineeringRenewable energy sourcesNatural resources—Management
47. Approximation Algorithms for Demand-Response Contract Execution and Coflow Scheduling Qiu, Zhen 2016 Theses Approximation algorithmsMathematical optimizationSchedulingOperations research
48. Essays on Approximation Algorithms for Robust Linear Optimization Problems Lu, Brian Yin 2016 Theses Mathematical optimizationUncertainty (Information theory)Robust optimizationApproximation algorithmsOperations research
49. On the Trade-offs between Modeling Power and Algorithmic Complexity Ye, Chun 2016 Theses Operations researchMultiagent systemsMathematical optimizationApproximation algorithmsMathematical models
50. Optimal Stopping and Switching Problems with Financial Applications Wang, Zheng 2016 Theses Assets (Accounting)Mathematical optimizationOrnstein-Uhlenbeck processBrownian motion processesFinance--Mathematical modelsOperations researchFinance
51. Optimization in Strategic Environments Feigenbaum, Itai Izhak 2016 Theses Mathematical optimizationAlgorithmsPlannersOperations research
52. Clearinghouse Default Resources: Theory and Empirical Analysis Cheng, Wan-Schwin Allen 2017 Theses FinanceClearinghouses (Banking)Statistical decisionOperations research
53. Fundamental Tradeoffs for Modeling Customer Preferences in Revenue Management Desir, Antoine Minh 2017 Theses Operations researchRevenue managementConsumers' preferences--Mathematical modelsIndustrial engineering
54. Integer programming techniques for Polynomial Optimization Munoz, Gonzalo 2017 Theses Operations researchMathematicsPolynomialsInteger programmingMathematical optimization
55. Non-Bayesian Inference and Prediction Xiao, Di 2017 Theses Operations researchMathematical statisticsIndustrial engineering
56. Online Algorithms for Dynamic Resource Allocation Problems Wang, Xinshang 2017 Theses Operations researchResource allocationAlgorithms
57. Optimal Dynamic Strategies for Index Tracking and Algorithmic Trading Ward, Brian Michael 2017 Theses Operations researchMathematicsFinanceFinancial engineering
59. Recursive Utility with Narrow Framing: Properties and Applications Guo, Jing 2017 Theses Operations research
60. Structured Tensor Recovery and Decomposition Mu, Cun 2017 Theses Operations researchComputer scienceStatisticsCalculus of tensors
61. Designing and Optimizing Matching Markets Lo, Irene Yuan 2018 Theses Operations researchMatching theorySchool choiceMathematical optimization
62. Distributionally Robust Performance Analysis: Data, Dependence and Extremes He, Fei 2018 Theses Operations researchPerformance--AnalysisStochastic modelsProbabilities
63. Exact Simulation Techniques in Applied Probability and Stochastic Optimization Pei, Yanan 2018 Theses Operations researchProbabilitiesPerfect simulation (Statistics)Mathematical optimizationStatistics
64. Price Dynamics & Trading Strategies in the Commodities Market Guo, Kevin 2018 Theses Operations researchFinanceCommodity exchangesPricesExchange traded funds
65. Product Line Design, Pricing and Framing under General Choice Models Li, Anran 2018 Theses Operations researchIndustrial engineeringConsumer behaviorProduct lines
66. Some Problems in Graph Theory and Scheduling Zhong, Mingxian 2018 Theses Operations researchComputer science--MathematicsMathematicsGraph theoryScheduling
67. Advances in Bayesian inference and stable optimization for large-scale machine learning problems Fagan, Francois Johannes 2019 Theses Operations researchMachine learningMathematical optimizationIndustrial engineering
68. A Robust Queueing Network Analyzer Based on Indices of Dispersion You, Wei 2019 Theses Operations researchQueuing networks (Data transmission)Industrial engineeringAlgorithms
69. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design
70. 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)
71. Efficient Simulation and Performance Stabilization for Time-Varying Single-Server Queues Ma, Ni 2019 Theses Operations researchQueuing theoryComputer simulationPerformance
72. Essays in Basketball Analytics Keshri, Suraj Kumar 2019 Theses Operations researchBasketballSports--Statistical methodsBasketball players--Ability testingSimulation methodsSports--Mathematical modelsBasketball players--Rating of
73. Essays in information relaxations and scenario analysis for partially observable settings Ruiz Lacedelli, Octavio 2019 Theses Operations researchFinanceMarkov processes
74. Periodic Little's law Zhang, Xiaopei 2019 Theses Operations researchIndustrial engineeringQueuing theoryCentral limit theoremStochastic analysis
75. Pricing Analytics for Reusable Resources Sun, Yunjie 2019 Theses Operations researchPricingMicroeconomicsSpare parts--Prices
76. Pricing Tools and Analysis for Emerging e-Commerce Technologies Hamilton, Michael Levi 2019 Theses Operations researchPricingElectronic commerceMobile games industry
77. Security and Statistics on Power Grids Escobar Santoro, Mauro 2019 Theses Industrial engineeringElectrical engineeringCyberterrorismElectric power systems--Security measuresPower resources--Data processing
78. Staffing and Scheduling to Differentiate Service in Many-Server Service Systems Sun, Xu 2019 Theses Operations researchSchedulingIndustrial engineeringQueuing theoryService industries
79. The MNL-Bandit Problem: Theory and Applications Avadhanula, Vashist 2019 Theses Operations researchComputer scienceStatisticsRevenue managementConsumer behavior
80. A Framework for Analyzing Stochastic Optimization Algorithms Under Dependence Zhou, Chaoxu 2020 Theses Operations researchMathematical optimization--Computer programsComputer algorithmsStochastic processes--Computer programsMonte Carlo method
81. Assortment Planning From A Large Universe Goutam, Kumar 2020 Theses Operations researchIndustrial engineeringBrand choice--Mathematical modelsConsumers' preferences--Mathematical models
82. Continuous-Time and Distributionally Robust Mean-Variance Models Chen, Lin 2020 Theses Operations researchIndustrial engineeringFinance
83. Convex Optimization and Extensions, with a View Toward Large-Scale Problems Gao, Wenbo 2020 Theses Operations researchIndustrial engineeringMachine learningStochastic systemsNewton-Raphson method
84. Discrete Optimization Problems in Popular Matchings and Scheduling Powers, Vladlena 2020 Theses Operations researchMatching theoryStatistical matchingScheduling
85. Essays in Networked Markets and Financial Technology Alsabah, Humoud 2020 Theses Operations researchIndustrial engineeringStock exchangesFinancial services industry--Technological innovationsBitcoinBusiness enterprises
86. Exact simulation algorithms with applications in queueing theory and extreme value analysis Liu, Zhipeng 2020 Theses Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods
87. 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
88. New Algorithms and Analysis Techniques for Reinforcement Learning Jia, Randy 2020 Theses Operations researchMachine learningDecision making
89. New Analytics Paradigms in Online Advertising and Fantasy Sports Singal, Raghav 2020 Theses Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics
90. Optimization and revenue management in complex networks Yang, Shuoguang 2020 Theses EngineeringInternetSystem analysisConsumers--Attitudes--ResearchEconomicsAmazon.com (Firm)
91. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
92. Sequential Decision Making with Combinatorial Actions and High-Dimensional Contexts Oh, Min-hwan 2020 Theses Operations researchReinforcement learningMachine learningStatisticsDecision making
93. Submodular Secretary Problem with Shortlists under General Constraints Shadravan, Mohammad 2020 Theses Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions
94. Tractable Policies in Dynamic Robust Optimization El Housni, Omar 2020 Theses Operations researchDecision makingMathematical optimization
95. Training Decision Trees for Optimal Decision-Making McNellis, Ryan Thomas 2020 Theses Operations researchStatisticsMathematicsDecision makingDecision trees
96. Uncertainty Quantification in Data-Driven Simulation and Optimization: Statistical and Computational Efficiency Qian, Huajie 2020 Theses Operations researchStatisticsStochastic analysisBootstrap (Statistics)
97. Learning to Optimize Decisions in Online Service Platforms Zhao, Jingtong 2021 Theses Operations researchConsumer behaviorElectronic commerce--Customer servicesCustomer services--EvaluationComputing platforms
98. 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
99. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
100. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes