1. A Family of Latent Variable Convex Relaxations for IBM Model 2 Simion, Andrei 2015 Theses Translating machinesOperations researchMachine translatingComputer scienceArtificial intelligence
2. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks Sakr, Nourhan 2019 Theses Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design
3. Excluding Induced Paths: Graph Structure and Coloring Maceli, Peter Lawson 2015 Theses Operations researchMathematicsComputer science
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. 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
6. Optimization Algorithms for Structured Machine Learning and Image Processing Problems Qin, Zhiwei 2013 Theses Operations researchComputer scienceStatistics
7. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
8. Ranking Algorithms on Directed Configuration Networks Chen, Ningyuan 2015 Theses Operations researchComputer science
9. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
10. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes