1. A Family of Latent Variable Convex Relaxations for IBM Model 2 Simion, Andrei 2015 Theses Translating machinesOperations researchMachine translatingComputer scienceArtificial intelligence
2. Algorithm Design and Localization Analysis in Sequential and Statistical Learning Xu, Yunbei 2023 Theses MathematicsOperations researchComputer scienceMachine learning--Statistical methodsBayesian statistical decision theoryAlgorithms--Design
3. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design
4. Excluding Induced Paths: Graph Structure and Coloring Maceli, Peter Lawson 2015 Theses Operations researchMathematicsComputer science
5. Market Design for Shared Experiences, Affirmative Action, and Information Provision Bonet Floes, Carlos 2024 Theses Operations researchEconomicsComputer scienceCapital market--Econometric modelsAffirmative action programsElectionsLotteriesBayesian statistical decision theoryMathematical optimization
6. 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
7. Optimization Algorithms for Structured Machine Learning and Image Processing Problems Qin, Zhiwei 2013 Theses Operations researchComputer scienceStatistics
8. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
9. Ranking Algorithms on Directed Configuration Networks Chen, Ningyuan 2015 Theses Operations researchComputer science
10. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
11. Resource Allocation In Large-Scale Distributed Systems Shafiee, Mehrnoosh 2021 Theses Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks
12. Resource Allocation in Wireless Networks: Theory and Applications Marasevic, Jelena Rajko 2016 Theses Resource allocationElectrical engineeringEnergy harvestingWireless sensor networksOperations researchComputer science
13. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes
14. Structured Tensor Recovery and Decomposition Mu, Cun 2017 Theses Operations researchComputer scienceStatisticsCalculus of tensors
15. Submodular Secretary Problem with Shortlists under General Constraints Shadravan, Mohammad 2020 Theses Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions
16. The MNL-Bandit Problem: Theory and Applications Avadhanula, Vashist 2019 Theses Operations researchComputer scienceStatisticsRevenue managementConsumer behavior