Low-rank structures are common in modern data analysis, and they play essential roles in various applications. It is challenging to recover low-rank structures reliably and efﬁciently from corrupted…

Variational analysis has come of age. Long an elegant theoretical toolkit for variational mathematics and nonsmooth optimization, it now increasingly underpins the study of algorithms, and a rich…

Wednesday, March 26, 2014 at 3:00pm
Frank H. T. Rhodes Hall, 253
ORIE Colloquium: Stefanie Jegelka (UC Berkeley) - Efficient learning with combinatorial structure
Learning from complex data such…