1. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
2. The MNL-Bandit Problem: Theory and Applications Avadhanula, Vashist 2019 Theses Operations researchComputer scienceStatisticsRevenue managementConsumer behavior
3. Structured Tensor Recovery and Decomposition Mu, Cun 2017 Theses Operations researchComputer scienceStatisticsCalculus of tensors
4. Optimization Algorithms for Structured Machine Learning and Image Processing Problems Qin, Zhiwei 2013 Theses Operations researchComputer scienceStatistics