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31. 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

32. New Algorithms and Analysis Techniques for Reinforcement Learning

Jia, Randy
2020
Theses
Operations researchMachine learningDecision making

33. New Analytics Paradigms in Online Advertising and Fantasy Sports

Singal, Raghav
2020
Theses
Operations researchFantasy sportsInternet advertisingGame theoryOrder statistics

34. Optimization Foundations of Reinforcement Learning

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

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

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

36. Submodular Secretary Problem with Shortlists under General Constraints

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

37. Tractable Policies in Dynamic Robust Optimization

El Housni, Omar
2020
Theses
Operations researchDecision makingMathematical optimization

38. Training Decision Trees for Optimal Decision-Making

McNellis, Ryan Thomas
2020
Theses
Operations researchStatisticsMathematicsDecision makingDecision trees

39. Uncertainty Quantification in Data-Driven Simulation and Optimization: Statistical and Computational Efficiency

Qian, Huajie
2020
Theses
Operations researchStatisticsStochastic analysisBootstrap (Statistics)

40. Advances in Bayesian inference and stable optimization for large-scale machine learning problems

Fagan, Francois Johannes
2019
Theses
Operations researchMachine learningMathematical optimizationIndustrial engineering