My work is concentrated around the problem of constructing low-dimensional representations of high-dimensional datasets. I work on the analysis of large graphs and their applications to the modeling of complex dynamical systems encountered in neurology. I also work on geometric methods to estimate the nonlinear and low-dimensional structures that can be present in noisy high-dimensional datasets. I collaborate with neurophysiologists, and neuroscientists.
