YoVDO

Gaussian Isoperimetry and Related Topics II

Offered By: Hausdorff Center for Mathematics via YouTube

Tags

Geometric Measure Theory Courses Probability Courses Concentration Inequalities Courses

Course Description

Overview

Explore the powerful Gaussian isoperimetric inequality and its wide-ranging applications in this 47-minute lecture by Joe Neeman at the Hausdorff Center for Mathematics. Delve into the sharp lower bound on Gaussian surface area for any set in terms of its Gaussian measure, and understand its significance in proving concentration inequalities in high dimensions. Discover the consequences of Gaussian isoperimetry across multiple fields, including probability and analysis. Learn how this concept applies to concentration and Gaussian noise stability in probability theory, and examine its equivalence to a specific Sobolev-type inequality in analysis. Finally, gain insights into proving the Gaussian isoperimetric inequality and its stronger versions using geometric measure theory methods.

Syllabus

Joe Neeman: Gaussian isoperimetry and related topics II


Taught by

Hausdorff Center for Mathematics

Related Courses

Advanced Statistics for Data Science
Johns Hopkins University via Coursera
AI and Machine Learning Essentials with Python
University of Pennsylvania via Coursera
An Introduction to Machine Learning in Quantitative Finance
University College London via FutureLearn
Calculus: Single Variable Part 4 - Applications
University of Pennsylvania via Coursera
Preparing for the AP* Statistics Exam
University of Houston System via Coursera