1. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation
2. Identifying and Targeting Master Regulators of Drug Resistance in Lung Adenocarcinoma through Network Analysis of Tumor Transcriptomic Data Griffin, Aaron Timothy 2023 Theses BioinformaticsBiology--ClassificationStatisticsBiochemical markersLungs--CancerAdenocarcinomaDrug resistance in cancer cellsMachine learning--Industrial applicationsAmerican Society of Clinical OncologyMemorial Sloan-Kettering Cancer Center
3. Inference in ERGMs and Ising Models. Xu, Yuanzhe 2023 Theses StatisticsRandom graphsIsing modelMarkov processesGaussian Markov random fields
4. Martingale Schrodinger Bridges and Optimal Semistatic Portfolios Zhao, Long 2023 Theses StatisticsMathematicsOptions (Finance)--Mathematical modelsStocksInternational finance--Statistics
5. 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
6. Advances in Machine Learning for Complex Structured Functional Data Tang, Chengliang 2022 Theses StatisticsMachine learning--Statistical methodsStatistical functionals
7. Advances in Machine Learning for Compositional Data Gordon Rodriguez, Elliott 2022 Theses StatisticsMachine learning--Statistical methodsGeochemistryBacteriology
8. Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing Deb, Nabarun 2022 Theses StatisticsMathematicsStatistical hypothesis testing
9. Latent Variable Models for Events on Social Networks Ward, Owen Gerard 2022 Theses StatisticsSocial networksOnline social networksSocial hierarchy in animalsMarkov processesLatent variables
10. Learning predictive models from menstrual cycle data Li, Kathy Yinuo 2022 Theses MathematicsMedical sciencesStatisticsMenstruationMenstrual cycleWireless communication systems in medical care
11. Modeling Random Events Quintos Lima, Alejandra 2022 Theses Mathematical modelsStatisticsRandom data (Statistics)MicrofinanceMarkets--ForecastingFinancial crises--Mathematical models
12. Modernizing Markov Chains Monte Carlo for Scientific and Bayesian Modeling Margossian, Charles Christopher 2022 Theses StatisticsBayesian statistical decision theoryMarkov processesMonte Carlo method
13. On Recovering the Best Rank-? Approximation from Few Entries Xu, Shun 2022 Theses StatisticsRanking and selection (Statistics)--Data processing
14. 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
15. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning Lut, Yuliia 2022 Theses StatisticsMachine learningPrivacyData protectionInternet searching
16. Statistical approach to tagging stellar birth groups in the Milky Way Ratcliffe, Bridget Lynn 2022 Theses AstronomyStatisticsStars--FormationStars--Age--MeasurementGalaxies--Formation
17. Statistical Perspectives on Modern Network Embedding Methods Davison, Andrew 2022 Theses StatisticsMachine learning--Statistical methodsMachine learning--Graphic methodsComputer networks
18. A Cognitively Diagnostic Modeling Approach to Diagnosing Misconceptions and Subskills Elbulok, Musa 2021 Theses StatisticsMultiple-choice examinationsBayesian statistical decision theory
19. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
20. Advances in Statistical Machine Learning Methods for Neural Data Science Zhou, Ding 2021 Theses StatisticsNeurosciencesBayesian statistical decision theoryCalcium imaging