Dept: Cognitive Science, Computer Science | Centers: CIS, MINDS Research interests: Mathematical modeling, probabilistic inference, neural networks
Dept: Biomedical Engineering | Centers: ICM, CIS, MINDS Research interests: Statistical inference for high-dimensional and graph data
Dept: Biomedical Engineering, Computer Science | Centers: ICM, CIS, LCSR, MINDS Research interests: Manifold learning, manifold clustering, kernels for time series data, sparse representation, classification and clustering of high-dimensional datasets
Dept: Biomedical Engineering | Centers: MINDS, CIS Research interests: Sparse recovery, dictionary learning, machine learning, signal processing, image processing
Dept: Mathematics, Applied Mathematics and Statistics | Centers: IDIES, MINDS Research interests: Statistical learning, high-dimensional probability, spectral graph theory, stochastic dynamical systems, time series analysis, signal processing