Faculty Staff
Research Interests:
Quantitative finance, data science, fintech, forecasting
Research Interests: Stochastics, statistics and the mathematics of data
Research Interests: Applied and computational harmonic analysis, image processing, computational vision and machine learning
Research Interests : Personalized medicine, diagnostic medicine, prediction, smoothing, statistical learning, survival analysis
Research Interests: Theory and algorithms for machine learning, stochastic optimization
Research Interests: Manifold learning and deep leaning, LDDMM, image genetics, signal process on manifold
Research Interests: Data science & business analytics, healthcare Informatics, intelligent systems
Research Interests: Scientific computing, rare events, multiscale modeling and computation
Research Interests: Stein's method and applications, mathematical modeling of infectious diseases
Research Interests: Machine learning, high-dimensional statistics, information theory
Research Interests: Approximation theory, wavelet theory and applications, mathematical imaging
Research Interests: Mathematical foundation of machine learning and its applications to data analysis
Research Interests: Network information theory, machine learning, statistical signal processing
Research Interests: Monte-Carlo method, uncertainty quantification, inverse problems, machine learning, deep learning
Research Interests: Scientific computing, numerical optimization, machine learning
Research Interests: Mathematical aspects of data assimilation, nonlinear systems
