Data gathering, processing and management have become omnipresent in our society. Most of data gathered have very high dimensions and complex geometric structure. It calls for novel mathematical techniques to deal with explosive growth of dimensionality. Computational linear algebra has successfully applied to solve massive data processing problems, computational harmonic analysis has developed dictionaries for adaptive sparse representation, and high-dimensional …
Mathematics Department Calendar