41. New Analytics Paradigms in Online Advertising and Fantasy Sports Singal, Raghav 2020 Theses Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics
42. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
43. Sequential Decision Making with Combinatorial Actions and High-Dimensional Contexts Oh, Min-hwan 2020 Theses Operations researchReinforcement learningMachine learningStatisticsDecision making
44. Submodular Secretary Problem with Shortlists under General Constraints Shadravan, Mohammad 2020 Theses Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions
45. Tractable Policies in Dynamic Robust Optimization El Housni, Omar 2020 Theses Operations researchDecision makingMathematical optimization
46. Training Decision Trees for Optimal Decision-Making McNellis, Ryan Thomas 2020 Theses Operations researchStatisticsMathematicsDecision makingDecision trees
47. Uncertainty Quantification in Data-Driven Simulation and Optimization: Statistical and Computational Efficiency Qian, Huajie 2020 Theses Operations researchStatisticsStochastic analysisBootstrap (Statistics)
48. Advances in Bayesian inference and stable optimization for large-scale machine learning problems Fagan, Francois Johannes 2019 Theses Operations researchMachine learningMathematical optimizationIndustrial engineering
49. A Robust Queueing Network Analyzer Based on Indices of Dispersion You, Wei 2019 Theses Operations researchQueuing networks (Data transmission)Industrial engineeringAlgorithms
50. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design