1. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics Moretti, Antonio Khalil 2021 Theses Computer scienceStatisticsBayesian statistical decision theorySpatial analysis (Statistics)
2. Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing Effland, Thomas 2023 Theses Computer scienceStatisticsNatural language processing (Computer science)Artificial intelligenceGrammar, Comparative and general--Syntax
3. Property Testing and Probability Distributions: New Techniques, New Models, and New Goals Canonne, Clement Louis 2017 Theses Computer scienceStatisticsDistribution (Probability theory)Algorithms
4. Probabilistic Programming for Deep Learning Tran, Dustin 2020 Theses Artificial intelligenceStatisticsMachine learning--Statistical methodsComputer programmingBayesian statistical decision theory--Mathematical models
5. Population Genetics of Identity By Descent Palamara, Pier Francesco 2014 Theses GeneticsComputer scienceStatistics
6. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts Yuan, Jie 2021 Theses Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology
7. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization Xu, Ji 2020 Theses Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms
8. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
9. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation