Dissertations are held in the collections of
Stanford University Libraries.
Cohort | Student | Advisor Name | Committee Names | Dissertation |
---|---|---|---|---|
2019-2020 | Mona Azadkia | Chatterjee | Taylor, Bayati (GSB) | A Nonparametric Measure of Conditional Dependence |
2019-2020 | Stephen Bates | Candes | Tibshirani, Wager | Causal Inference in Genetic Trio Studies |
2019-2020 | Claire Donnat | Holmes | Friedman, Leskovec (CS) | Statistics and Uncertainty Quantification in Graphs and Networks with Biomedical Applications |
2019-2020 | Rina Friedberg | Athey (Econ) | Owen, Hastie | Topics in Machine Learning for Causal Inference with Applications in Social Science |
2019-2020 | Jelena Markovic | Taylor | Tibshirani, Romano | Statistical methods for adaptive data analysis |
2019-2020 | Evan Patterson | Candes | Hastie, Chambers, Musen (Med/BDS) | The Algebra and Machine Representation of Statistical Models |
2019-2020 | Junyang Qian | Hastie | Tibshirani, Rivas (BDS) | Large-scale and High-dimensional Statistical Learning: Methods and Algorithms |
2019-2020 | Evan Rosenman | Owen/Baiocchi | Palacios | Making Causal Conclusions from Heterogeneous Data Sources |
2019-2020 | Matteo Sesia | Candes | Sabatti, Tibshirani | New Methods for Variable Importance Testing with Applications to Genetic Studies |
2019-2020 | Andy Tsao | Diaconis | Chatterjee, Charikar (CS) | Sampling Methods for Perfect Bipartite Matchings |
2019-2020 | Jun Yan | Dembo | Chatterjee, Montanari | Asymptotic Theory for Large Random Matrices and its Applications |
Cohort | Student | Advisor Name | Committee Names | Dissertation |
---|---|---|---|---|
2018-2019 | Rakesh Achanta | Hastie | Taylor, Tibshirani | Boosting Like Path Algorithms for L1 Regularized Infinite Dimensional Convex Neural Networks |
2018-2019 | Yu Bai | Duchi | Montanari, Candes | When do gradient methods work well in non-convex learning problems? |
2018-2019 | Nan Bi | Taylor | Tibshirani, Lai | Topics in Selective Inference and its Application to Instrumental Variables |
2018-2019 | Alex Chin | Ugander (MSE) | Walther, Palacios | Modern Statistical Approaches for Randomized Experiments Under Interference |
2018-2019 | Wenfei Du | Tibshirani | Taylor, Imbens (GSB) | Some hierarchical and group regularization methods and applications |
2018-2019 | Leying Guan | Tibshirani/Wong | Efron | Classification and testing under robust model assumptions |
2018-2019 | Eugene Katsevich | Sabatti | Candes, Montanari | Multiple Testing with Structure and Exploration |
2018-2019 | Keli Liu | Tibshirani | Owen, Wager (GSB) | A Computationally Conscious Search for Interactions |
2018-2019 | Jing Miao | Lai | Walther, Lu (BDS) | Health and loan default risk analytics: Prediction models and their evaluation |