1. Algorithm Design and Localization Analysis in Sequential and Statistical Learning Xu, Yunbei 2023 Theses MathematicsOperations researchComputer scienceMachine learning--Statistical methodsBayesian statistical decision theoryAlgorithms--Design
2. Advances in Machine Learning for Complex Structured Functional Data Tang, Chengliang 2022 Theses StatisticsMachine learning--Statistical methodsStatistical functionals
3. Advances in Machine Learning for Compositional Data Gordon Rodriguez, Elliott 2022 Theses StatisticsMachine learning--Statistical methodsGeochemistryBacteriology
4. Overlapping Communities on Large-Scale Networks: Benchmark Generation and Learning via Adaptive Stochastic Optimization Grande, Alessandro Antonio 2022 Theses StatisticsMathematicsStochastic processesMathematical optimizationComputer networksMachine learning--Statistical methods
5. Statistical Perspectives on Modern Network Embedding Methods Davison, Andrew 2022 Theses StatisticsMachine learning--Statistical methodsMachine learning--Graphic methodsComputer networks
6. Clinical signs associated with earlier diagnosis of children with autism Spectrum disorder Sicherman, Nachum; Charite, Jimmy; Eyal, Gil; Janecka, Magdalena; Loewenstein, George; Law, Kiely; Lipkin, Paul H.; Marvin, Alison R.; Buxbaum, Joseph D. 2021 Articles Autism spectrum disorders in childrenAutism in children--DiagnosisMachine learning--Statistical methodsDecision treesSymptoms
7. Essays on the use of probabilistic machine learning for estimating customer preferences with limited information Padilla, Nicolas 2021 Theses Machine learning--Statistical methodsConsumers' preferencesBayesian statistical decision theory
8. Statistical and Machine Learning Methods for Pattern Identification in Environmental Mixtures Gibson, Elizabeth Atkeson 2021 Theses Environmental healthBiometryPregnancyMachine learning--Statistical methodsBayesian statistical decision theory--Industrial applicationsNewborn infants--Health and hygieneEnvironmental toxicology
9. Statistical and Machine Learning Methods for Precision Medicine Chen, Yuan 2021 Theses BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making
10. Feature Selection for High Dimensional Causal Inference Lu, Rui 2020 Theses StatisticsEducational evaluationEducation and stateSchool management and organizationMachine learning--Statistical methodsInference--Mathematical models