Acharyya, Aranyak
Adviser(s): Carey Priebe
Research Interests:
Agterberg, Joshua
Adviser(s): Carey Priebe
Research Interests: High-Dimensional Statistics, Mathematical Data Science, Spectral Methods, Network Analysis
Ahmad, Zan
Adviser(s): Natalia Trayanova
Research Interests: Mathematical Physiology, Cardiovascular Modeling & Simulation, Computational Neuroscience
Belkin, Eleanor
Adviser(s): Dan Naiman
Research Interests: Machine Learning, Statistics, Optimization
Bennett, Justin
Adviser(s): Nicolas Charon
Research Interest: Data Assimilation
Brindle, Benjamin
Adviser(s): Nicolas Charon
Research Interests: Machine learning, Optimal control, Applications to medicine
Chalise, Parikshit
Adviser(s): Gregory Eyink
Research Interests: Network science, Graph theory, Mathematics pedagogy and Philosophy
Chen, Guodong
Adviser(s): Carey Priebe
Research Interests: Statistical inference on time series of graphs, Network analysis, Temporal data analysis
Chen, Tianyi
Adviser(s): Carey Priebe
Research Interests: Statistics; statistical inference on network data
Cheung, Crystal
Temporary Adviser(s): Soledad Villar
Research Interests: Graph-based Anomaly Detection, Constructive Mathematics, Algorithms and Theory of Computation
Choudhury, Sayantan
Adviser(s): Nicolas Loizou
Research Interests: Stochastic Optimization, Extra-gradient Methods, Applications in Machine Learning
Clemens-Sewall, Mary Versa
Adviser(s): Fadil Santosa
Cui, Qiming
Adviser(s): Tamás Budavári
Research Interests: Discrete optimization, Graph theory, Matrix analysis
De, Debsurya
Adviser(s): Mauro Maggioni
Research Interests: Public Health, Causal Inference, Genetics, Mobile Health
Fiedorowicz, Barbara
Adviser(s): Yanxun Xu
Research Interests: Optimization, Data Science, Machine Learning
Gregory, Wilson
Adviser(s): Soledad Villar, Mauro Maggioni
Research Interests: Machine Learning, Dimensionality Reduction, Equivariances
Henrichsen, Drew
Adviser(s): Laurent Younes
Hong, Mao
Adviser(s): Yanxun Xu
Research Interests: Bayesian Methods, Reinforcement Learning
Hou, Jiahao
Adviser(s): Maxim Bichuch
Research Interests: Financial mathematics, PDEs, Machine learning
Huang, Ningyuan (Teresa)
Adviser(s): Soledad Villar, Carey Priebe
Research Interests: Representation Learning, Equivariant Machine Learning, Theory of Deep Learning
Jin, Wei
Adviser(s): Yanxun Xu
Research Interests: Bayesian Methods
Jung, Lee Seon
Adviser(s): Mauro Maggioni
Kelterborn, Chad
Adviser(s): Fadil Santosa
Kerger, Phillip
Adviser(s): Amitabh Basu
Research Interests: Optimization, Quantum Computing, Applications in Machine Learning
Kevrekidis, George
Adviser(s): Gregory Eyink
Research Interests:
Kim, Hadden
Adviser(s): Fadil Santosa
Research Interests: Computational/numerical methods, PDE solvers, Machine Learning
Labassi, Abdel Ghani
Adviser(s): Benjamin Grimmer
Le, My
Adviser(s): Daniel Naiman
Li, Jiahui
Adviser(s): Donniell Fishkind
Lim, Josiah
Adviser(s): Gregory Eyink
Research Interests: Optimization, Shape analysis
Lin, Jianyu
Adviser(s): John Wierman
Research Interests: Graph theory, Graph matching
Lin, Kailee
Adviser(s): Edinah Gnang
Liu, Ning
Adviser(s): Benjamin Grimmer
Research Interests: Optimization
Liu, Yechen
Adviser(s): Donald Geman
Research Interests: Shape Analysis, Geometry Processing, Medical Imaging
Lohr, Michele
Adviser(s): Laurent Younes
Research Interests:
López Castaño, Daniel
Adviser(s): Soledad Villar
Loprinzo, Vittorio
Adviser(s): Laurent Younes, Don Geman
Research Interests: Statistical Learning, Random Graphs, Generative Models
Luner, Alan
Adviser(s): Gregory Eyink
Research Interests:
McPherson, Ian
Adviser(s): Tamás Budavári
Research Interest: Optimization, Convex Analysis, High Dimensional Probability
Mu, Cong
cmu2jhu.edu
Adviser(s): Carey Priebe
Research Interests: High-Dimensional and Graph Inference, Computer Vision
Park, Se Hee
Adviser(s): John Wierman
Research Interest: Statistics
Peng, Lowen
Adviser(s): Gregory Eyink
Research Interests: Stochastic Analysis, PDEs, Mathematical Physics, Turbulence
Quan, Hao
Adviser(s): Gregory Eyink
Research Interests: PDEs, Mathematical Physics, Turbulence
Rudberg, Kate
krudber1jhu.edu
Adviser(s): Edinah Gnang
Research Interests: Discrete math, Graph theory, Data science
Rudge, Kaleigh
Adviser(s): Fadil Santosa
Samakhoana, Thabo
Adviser(s): Benjamin Grimmer
Research Interests: Optimization
Santana-Gijzen, Matheau
Adviser(s): John Wierman
Research Interests:
Sawczuk, Hamilton
Adviser(s): Edinah Gnang
Siegelmann, Roy
Adviser(s): Carey Priebe
Research Interests:
Song, Xinyue
Adviser(s): Maxim Bichuch
Research Interests: Financial mathematics, Energy markets, Game theory
Sukurdeep, Yashil
Adviser(s): Nicolas Charon, Tamas Budavari
Research Interests: Shape Analysis, Geometric Statistics, Machine Learning, Deep Learning, Image Processing
Sun, Ao
Adviser(s): Dan Naiman
Research Interests: Probability Theory, Stochastic Processes
Sun, Shiqing
Adviser(s): James Spall
Research Interests: Stochastic optimization, Gradient-based sampling
Tarmoun, Salma
Adviser(s): Rene Vidal
Research Interests: Machine Learning, Optimization
Wang, An
Adviser(s): Donald Geman
Research Interests: Computational genomics, Probabilistic graphical models, Discrete optimization
Wang, Kunbo
Adviser(s): Yanxun Xun
Research Interests: Bayesian method, dynamic treatment regime, Clinical applications
Wang, Tianyu
Adviser(s): Carey Priebe
Research Interests: Random graphs, Statistical learning
Wei, Shihong
Adviser(s): James Spall
Research Interests: State estimation problem, Filtering algorithm, Nonlinear dynamic system
Weinberg, Benjamin
Adviser(s): Tamas Budavari, Laeben Lester
Research Interests: Biomechanics, Biomedical signal processing, Machine learning
Wichrowski, Noah
Adviser(s): Yannis Kevrekidis
Research Interests: Dimensionality reduction, Machine learning, Mathematical modeling, Optimization
Wu, Yue
Adviser(s): Daniel Naiman
Research Interests: Statistical theory, Bayesian theory, Reinforcement learning
Xu, Yiran
Adviser(s): Donald Geman
Research Interests: Machine learning, Computational biology, Non-parametric Bayesian
Xu, Ziqing
Adviser(s): Rene Vidal
Research Interests: Deep learning theory, Optimization, Generative model
Yang, Sichen
Adviser(s): Mauro Maggioni
Research Interests: Model reduction of differential equations, Reinforcement learning, High-dimensional data analysis, Community detection
Yao, Dapeng
Adviser(s): Yanxun Xu
Research Interests: Bayesian statistics, High-dimensional statistics, Reinforcement Learning
Yue, Haiming
Adviser(s): Helyette Geman
Research Interests: Quantitative Finance, Stochastic Modeling, Commodities and Energy Markets
Zhang, Sichong
Adviser(s): Tamás Budavári
Research Interests: Stochastic differential equations, Random graphs, Statistical learning
Zhang, Zhiyue
Adviser(s): Yanxun Xu
Research Interests: Bayesian methods, Dynamic treatment regime, Deep reinforcement learning
Zhen, Xinran
Adviser(s): Amitabh Basu
Research Interests: Optimization, Machine Learning, Deep Learning, Mathematical modeling
Zoll, Aaron
Adviser(s): Amitabh Basu