1. Privacy-Aware Data Analysis: Recent Developments for Statistics and Machine Learning Lut, Yuliia 2022 Theses StatisticsMachine learningPrivacyData protectionInternet searching
2. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
3. Community Detection in Social Networks: Multilayer Networks and Pairwise Covariates Huang, Sihan 2020 Theses StatisticsMachine learningGraphsSocial networksAlgorithms--Evaluation
4. Data-Driven Quickest Change Detection Kurt, Mehmet Necip 2020 Theses Electrical engineeringStatisticsMachine learningChange-point problemsComputer security
5. Decoding Starlight with Big Survey Data, Machine Learning, and Cosmological Simulations Blancato, Kirsten Nicole 2020 Theses AstronomyAstrophysicsStars--ObservationsGalaxies--EvolutionMachine learningCosmology--Computer simulationTime-series analysisStatisticsNeural networks (Computer science)
6. Deep Probabilistic Graphical Modeling Dieng, Adji Bousso 2020 Theses StatisticsComputer scienceGraphical modeling (Statistics)Probabilities--Data processingMachine learning
7. Sequential Decision Making with Combinatorial Actions and High-Dimensional Contexts Oh, Min-hwan 2020 Theses Operations researchReinforcement learningMachine learningStatisticsDecision making
8. Advances in Deep Generative Modeling With Applications to Image Generation and Neuroscience Loaiza Ganem, Gabriel 2019 Theses StatisticsMachine learningComputer simulationNeurosciences--Data processingNeural networks (Computer science)Digital images
9. Statistical Machine Learning Methods for the Large Scale Analysis of Neural Data Mena, Gonzalo Esteban 2018 Theses StatisticsMachine learningNeural circuitry--Data processingNeurotechnology (Bioengineering)
10. Distributionally Robust Optimization and its Applications in Machine Learning Kang, Yang 2017 Theses StatisticsRobust optimizationMachine learningMathematical optimization
11. Flexible Sparse Learning of Feature Subspaces Ma, Yuting 2017 Theses Mathematical statisticsMachine learning--Statistical methodsMachine learningStatistics
12. New perspectives on learning, inference, and control in brains and machines Merel, Joshua Scott 2016 Theses Machine learningHuman-machine systemsNeural networks (Computer science)--Statistical methodsBrain-computer interfacesNeural circuitryNeurosciencesStatistics
13. The emergence of the data science profession Brandt, Philipp Soeren 2016 Theses Data miningStatisticsMachine learningOrganizational sociologySociology