STATS 200C
High Dimensional Statistics
Description: Lecture, three hours; discussion, one hour. Survey of modern techniques in analyzing high-dimensional and nonparametic estimation problems. Emphasis on non-asymptotic bounds via concentration inequalities. S/U or letter grading.
Units: 4.0
Units: 4.0