1. Advances in Non-Stationary Sequential Decision-Making Suk, Joseph 2024 Theses StatisticsDecision makingReinforcement learningSmoothing (Statistics)
2. Application of Distance Covariance to Time Series Modeling and Assessing Goodness-of-Fit Fernandes, Leon 2024 Theses StatisticsTime-series analysis--Mathematical modelsTime-series analysis--Statistical methodsTime-series analysis--Data processingStochastic analysisAnalysis of covariance--Mathematical modelsGoodness-of-fit tests
3. Nonparametric Methods for Measuring Conditional Dependence, Multi-Sample Dissimilarity, and Testing for Symmetry Huang, Zhen 2024 Theses StatisticsSymmetry (Mathematics)Statistical hypothesis testingMultivariate analysisHotelling, Harold, 1895-1973
4. On Modeling Spatial Time-to-Event Data with Missing Censoring Type Lu, Diane 2024 Theses StatisticsMedical statisticsStatistics--ModelsBayesian statistical decision theory--Mathematical modelsHydraulics--Statistical methodsLeaves--Anatomy
5. On Some Problems In Transfer Learning Galbraith, Nicholas R. 2024 Theses StatisticsReinforcement learningTransfer learning (Machine learning)Markov processesClassificationData mining--Statistical methods
6. Semiparametric Modeling and Analysis for Time-varying Network Data Sun, Jiajin 2024 Theses StatisticsLongitudinal methodPanel analysisEmbeddings (Mathematics)Latent variablesDavid Cox (statistician)
7. Topics on Machine Learning under Imperfect Supervision Yuan, Gan 2024 Theses StatisticsComputer scienceMachine learning--Statistical methodsTransfer learning (Machine learning)Active learningBayesian statistical decision theoryCrowns (Botany)Gaussian processes
8. Trade-Offs and Opportunities in High-Dimensional Bayesian Modeling Cademartori, Collin Andrew 2024 Theses StatisticsBayesian statistical decision theory--Mathematical modelsMultivariate analysis--Data processingData sets
9. Inference in ERGMs and Ising Models. Xu, Yuanzhe 2023 Theses StatisticsRandom graphsIsing modelMarkov processesGaussian Markov random fields
10. Large Dimensional Data Analysis using Orthogonally Decomposable Tensors: Statistical Optimality and Computational Tractability Auddy, Arnab 2023 Theses StatisticsCalculus of tensorsMathematical optimizationDecomposition (Mathematics)Error analysis (Mathematics)