1. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization Xu, Ji 2020 Theses Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms
2. A unified view of high-dimensional bridge regression Weng, Haolei 2017 Theses StatisticsRegression analysisMathematics
3. Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing Deb, Nabarun 2022 Theses StatisticsMathematicsStatistical hypothesis testing
4. Characterization of the Fluctuations in a Symmetric Ensemble of Rank-Based Interacting Particles Garrido Garcia, Miguel Angel 2021 Theses StatisticsMathematicsStochastic processesStochastic differential equations
5. Convex Optimization Algorithms and Recovery Theories for Sparse Models in Machine Learning Huang, Bo 2014 Theses MathematicsStatisticsOperations research
6. Dynamics of Large Rank-Based Systems of Interacting Diffusions Bruggeman, Cameron 2016 Theses Diffusion--Mathematical modelsDispersion--Mathematical modelsPorous materials--Mathematical modelsPortfolio management--Mathematical modelsDiffusion processesMathematicsStatistics
7. Expansion of a filtration with a stochastic process: a high frequency trading perspective Neufcourt, Léo 2017 Theses StatisticsMathematicsFinance
8. Learning predictive models from menstrual cycle data Li, Kathy Yinuo 2022 Theses MathematicsMedical sciencesStatisticsMenstruationMenstrual cycleWireless communication systems in medical care
9. Limit theorems beyond sums of I.I.D observations Austern, Morgane 2019 Theses StatisticsMathematicsLimit theorems (Probability theory)Symmetry (Mathematics)Central limit theorem
10. Linear Constraints in Optimal Transport Stebegg, Florian 2019 Theses StatisticsMathematicsMartingales (Mathematics)