1. 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
2. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
3. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes
4. 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
5. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
6. Submodular Secretary Problem with Shortlists under General Constraints Shadravan, Mohammad 2020 Theses Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions
7. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design
8. The MNL-Bandit Problem: Theory and Applications Avadhanula, Vashist 2019 Theses Operations researchComputer scienceStatisticsRevenue managementConsumer behavior
9. Structured Tensor Recovery and Decomposition Mu, Cun 2017 Theses Operations researchComputer scienceStatisticsCalculus of tensors
10. A Family of Latent Variable Convex Relaxations for IBM Model 2 Simion, Andrei 2015 Theses Translating machinesOperations researchMachine translatingComputer scienceArtificial intelligence