Apr 19, 2024  
USC Catalogue 2018-2019 
    
USC Catalogue 2018-2019 [ARCHIVED CATALOGUE]

EE 546 Mathematics of High-Dimensional Data

Units: 4
Terms Offered: Irregular
Modern developments in data representation/analysis, nonconvex optimization, high-dimensional probability, sketching, clustering, low-rank models, inverse problems, applications in imaging, machine learning, computer vision and neuroscience.
Prerequisite: EE 510  and EE 503 
Instruction Mode: Lecture
Grading Option: Letter