Academic Unit: Industrial Engineering and Operations Research / Subject: Operations research / Type: Theses | Search Results

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. Clearinghouse Default Resources: Theory and Empirical Analysis

: Cheng, Wan-Schwin Allen
: 2017
: Theses
: FinanceClearinghouses (Banking)Statistical decisionOperations research

12. Contingent Capital: Valuation and Risk Implications Under Alternative Conversion Mechanisms

: Nouri, Behzad
: 2012
: Theses
: FinanceOperations research

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

: Chen, Lin
: 2020
: Theses
: Operations researchIndustrial engineeringFinance

14. Convex Optimization Algorithms and Recovery Theories for Sparse Models in Machine Learning

: Huang, Bo
: 2014
: Theses
: MathematicsStatisticsOperations research

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

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

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

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

17. Data-driven Decisions in Service Systems

: Kim, Song-Hee
: 2014
: Theses
: Operations research

18. Designing and Optimizing Matching Markets

: Lo, Irene Yuan
: 2018
: Theses
: Operations researchMatching theorySchool choiceMathematical optimization

19. Discrete Optimization Problems in Popular Matchings and Scheduling

: Powers, Vladlena
: 2020
: Theses
: Operations researchMatching theoryStatistical matchingScheduling

20. Distributionally Robust Performance Analysis: Data, Dependence and Extremes

: He, Fei
: 2018
: Theses
: Operations researchPerformance--AnalysisStochastic modelsProbabilities

21. 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)

22. Efficient Methods for Large-Scale Dynamic Optimization with Applications to Inventory Management Problems

: Liu, Xujia
: 2023
: Theses
: Operations researchMathematical optimizationInventory control--ManagementDecision makingAcyclic models

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

: Ma, Ni
: 2019
: Theses
: Operations researchQueuing theoryComputer simulationPerformance

24. Efficient Simulation Methods for Estimating Risk Measures

: Du, Yiping
: 2011
: Theses
: Operations researchMonte Carlo methodSimulation methodsRisk assessment

25. Essays in Basketball Analytics

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

26. Essays in Financial Engineering

: Ahn, Andrew
: 2014
: Theses
: Operations research

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

: Ruiz Lacedelli, Octavio
: 2019
: Theses
: Operations researchFinanceMarkov processes

28. Essays in Networked Markets and Financial Technology

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

29. Essays on Approximation Algorithms for Robust Linear Optimization Problems

: Lu, Brian Yin
: 2016
: Theses
: Mathematical optimizationUncertainty (Information theory)Robust optimizationApproximation algorithmsOperations research

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

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

31. Essays on Inventory Management and Conjoint Analysis

: Chen, Yupeng
: 2015
: Theses
: Operations research

32. Essays on Inventory Management and Object Allocation

: Lee, Thiam Hui
: 2012
: Theses
: Operations research

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

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

34. Essays on Online Learning and Resource Allocation

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

35. Essays on Skills-Based Routing

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

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

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

37. Exact Simulation Techniques in Applied Probability and Stochastic Optimization

: Pei, Yanan
: 2018
: Theses
: Operations researchProbabilitiesPerfect simulation (Statistics)Mathematical optimizationStatistics

38. Excluding Induced Paths: Graph Structure and Coloring

: Maceli, Peter Lawson
: 2015
: Theses
: Operations researchMathematicsComputer science

39. Extremal Queueing Theory

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

40. Financial Portfolio Risk Management: Model Risk, Robustness and Rebalancing Error

: Xu, Xingbo
: 2013
: Theses
: Operations researchFinanceMathematics

41. First Order Methods for Large-Scale Sparse Optimization

: Aybat, Necdet Serhat
: 2011
: Theses
: Operations researchMathematics

42. 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

43. Fundamental Tradeoffs for Modeling Customer Preferences in Revenue Management

: Desir, Antoine Minh
: 2017
: Theses
: Operations researchRevenue managementConsumers' preferences--Mathematical modelsIndustrial engineering

44. Graph Structure and Coloring

: Plumettaz, Matthieu
: 2014
: Theses
: Operations research

45. High-Dimensional Portfolio Management: Taxes, Execution and Information Relaxations

: Wang, Chun
: 2014
: Theses
: Operations researchFinance

46. Incremental Packing Problems: Algorithms and Polyhedra

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

47. 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

48. Integer programming techniques for Polynomial Optimization

: Munoz, Gonzalo
: 2017
: Theses
: Operations researchMathematicsPolynomialsInteger programmingMathematical optimization

49. Learning to Optimize Decisions in Online Service Platforms

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

50. 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

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

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

52. Methods for Pricing Pre-Earnings Equity Options and Leveraged ETF Options

: Santoli, Marco
: 2015
: Theses
: FinanceOperations research

53. Models for managing surge capacity in the face of an influenza epidemic

: Zenteno, Ana
: 2013
: Theses
: Operations researchPublic health

54. Multiproduct Pricing Management and Design of New Service Products

: Wang, Ruxian
: 2012
: Theses
: Operations researchIndustrial engineering

55. Network Resource Allocation Under Fairness Constraints

: Chandramouli, Shyam Sundar
: 2014
: Theses
: Operations research

56. 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

57. New Algorithms and Analysis Techniques for Reinforcement Learning

: Jia, Randy
: 2020
: Theses
: Operations researchMachine learningDecision making

58. New Analytics Paradigms in Online Advertising and Fantasy Sports

: Singal, Raghav
: 2020
: Theses
: Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics

59. New Quantitative Approaches to Asset Selection and Portfolio Construction

: Song, Irene
: 2014
: Theses
: Operations research

60. Non-Bayesian Inference and Prediction

: Xiao, Di
: 2017
: Theses
: Operations researchMathematical statisticsIndustrial engineering

61. Online Algorithms for Dynamic Resource Allocation Problems

: Wang, Xinshang
: 2017
: Theses
: Operations researchResource allocationAlgorithms

62. On the Kidney Exchange Problem and Online Minimum Energy Scheduling

: Herrera Humphries, Tulia
: 2014
: Theses
: Operations research

63. 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

64. On the Trade-oﬀs between Modeling Power and Algorithmic Complexity

: Ye, Chun
: 2016
: Theses
: Operations researchMultiagent systemsMathematical optimizationApproximation algorithmsMathematical models

65. Optimal Dynamic Strategies for Index Tracking and Algorithmic Trading

: Ward, Brian Michael
: 2017
: Theses
: Operations researchMathematicsFinanceFinancial engineering

66. Optimal Multiple Stopping Approach to Mean Reversion Trading

: Li, Xin
: 2015
: Theses
: Operations researchFinance

67. Optimal Stopping and Switching Problems with Financial Applications

: Wang, Zheng
: 2016
: Theses
: Assets (Accounting)Mathematical optimizationOrnstein-Uhlenbeck processBrownian motion processesFinance--Mathematical modelsOperations researchFinance

68. Optimization Algorithms for Structured Machine Learning and Image Processing Problems

: Qin, Zhiwei
: 2013
: Theses
: Operations researchComputer scienceStatistics

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

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

70. Optimization Foundations of Reinforcement Learning

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

71. Optimization in Strategic Environments

: Feigenbaum, Itai Izhak
: 2016
: Theses
: Mathematical optimizationAlgorithmsPlannersOperations research

72. Perfect Simulation and Deployment Strategies for Detection

: Wallwater, Aya
: 2015
: Theses
: Operations research

73. Perfect Simulation, Sample-path Large Deviations, and Multiscale Modeling for Some Fundamental Queueing Systems

: Chen, Xinyun
: 2014
: Theses
: Operations research

74. Periodic Little's law

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

75. Permissioned Blockchain Adoption in Supply Chains

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

76. Price Dynamics & Trading Strategies in the Commodities Market

: Guo, Kevin
: 2018
: Theses
: Operations researchFinanceCommodity exchangesPricesExchange traded funds

77. Pricing Analytics for Reusable Resources

: Sun, Yunjie
: 2019
: Theses
: Operations researchPricingMicroeconomicsSpare parts--Prices

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

: Hamilton, Michael Levi
: 2019
: Theses
: Operations researchPricingElectronic commerceMobile games industry

79. Pricing, Trading and Clearing of Defaultable Claims Subject to Counterparty Risk

: Kim, Jinbeom
: 2014
: Theses
: Operations researchFinance

80. Production Planning with Risk Hedging

: Wang, Liao
: 2017
: Theses
: Operations research

81. Product Line Design, Pricing and Framing under General Choice Models

: Li, Anran
: 2018
: Theses
: Operations researchIndustrial engineeringConsumer behaviorProduct lines

82. 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

83. Ranking Algorithms on Directed Configuration Networks

: Chen, Ningyuan
: 2015
: Theses
: Operations researchComputer science

84. Rare-Event Estimation and Calibration for Large-Scale Stochastic Simulation Models

: Bai, Yuanlu
: 2023
: Theses
: Operations researchStochastic processes--Computer simulationMonte Carlo methodSimulation methodsLarge deviations

85. Recursive Utility with Narrow Framing: Properties and Applications

: Guo, Jing
: 2017
: Theses
: Operations research

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

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

87. Revenue Management in Video Games and with Fairness

: Lei, Xiao
: 2022
: Theses
: Operations researchVideo gamesElectronic commerceRevenue management

88. Robust and Interpretable Sequential Decision-Making for Healthcare

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

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

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

90. Smart Grid Risk Management

: Abad Lopez, Carlos Adrian
: 2015
: Theses
: Operations researchPower resources

91. Some Problems in Graph Theory and Scheduling

: Zhong, Mingxian
: 2018
: Theses
: Operations researchComputer science--MathematicsMathematicsGraph theoryScheduling

92. Staffing and Scheduling to Differentiate Service in Many-Server Service Systems

: Sun, Xu
: 2019
: Theses
: Operations researchSchedulingIndustrial engineeringQueuing theoryService industries

93. Stochastic Approximation Algorithms in the Estimation of Quasi-Stationary Distribution of Finite and General State Space Markov Chains

: Zheng, Shuheng
: 2014
: Theses
: Operations research

94. Stochastic Methods in Optimization and Machine Learning

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

95. Stochastic Models of Limit Order Markets

: Kukanov, Arseniy
: 2013
: Theses
: Operations researchFinanceStatistics

96. Stochastic Networks: Modeling, Simulation Design and Risk Control

: Li, Juan
: 2015
: Theses
: Operations researchEngineeringFinance

97. Structured Tensor Recovery and Decomposition

: Mu, Cun
: 2017
: Theses
: Operations researchComputer scienceStatisticsCalculus of tensors

98. Studies in Stochastic Networks: Efficient Monte-Carlo Methods, Modeling and Asymptotic Analysis

: Dong, Jing
: 2014
: Theses
: Operations researchMathematics

99. Submodular Secretary Problem with Shortlists under General Constraints

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

100. 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

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