GEN 15358

Advanced Statistical Theory

Stanford University · UGRD · Fall 2026

1 section

Catalog description

Sharp asymptotics in high-dimensional statistics. Universality. Convex empirical risk minimization and M estimation. Gaussian comparison inequalities. Approximate message passing algorithms. Sharp high-dimensional asymptotics of general first order algorithms. Bayes error in high-dimensional estimation. Non-convex problems.

Sections

Current meeting, instructor, credit, and enrollment details

Updated 3 hours ago

001

Availability not recently verified

Class #stanford-15358Fall 2026UGRD3 credits

Days & times: No scheduled meeting time
Meeting dates: —
Location: —
Instructor: Staff

Class numbers and section codes come from the registrar.

Spot missing or incorrect course data?