YoVDO

Optimal Transport and High-Dimensional Probability - Functional Inequalities and Concentration of Measure

Offered By: Institute for Mathematical Sciences via YouTube

Tags

Mathematics Courses Optimal Transport Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore functional inequalities and concentration of measure in this 52-minute lecture by Yair Shenfeld from Brown University. Delve into sub-Gaussian variables and Chernoff bound, the entropy method, Bobkov-Götze theorem, tensorization, and transport inequalities. Gain insights into optimal transport and high-dimensional probability concepts presented by the Institute for Mathematical Sciences.

Syllabus

Yair Shenfeld Optimal Transport and high dimensional probability


Taught by

Institute for Mathematical Sciences

Related Courses

Optimal Transport and PDE - Gradient Flows in the Wasserstein Metric
Simons Institute via YouTube
Crash Course on Optimal Transport
Simons Institute via YouTube
Learning From Ranks, Learning to Rank - Jean-Philippe Vert, Google Brain
Alan Turing Institute via YouTube
Optimal Transport for Machine Learning - Gabriel Peyre, Ecole Normale Superieure
Alan Turing Institute via YouTube
Regularization for Optimal Transport and Dynamic Time Warping Distances - Marco Cuturi
Alan Turing Institute via YouTube