YoVDO

Information Constrained Optimal Transport

Offered By: Simons Institute via YouTube

Tags

Information Theory Courses Optimal Transport Courses Trustworthy Machine Learning Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore a keynote presentation on Information Constrained Optimal Transport delivered by Ayfer Ozgur from Stanford University. Delve into advanced concepts in information theory and their applications to trustworthy machine learning. Gain insights into the intersection of optimal transport theory and information constraints, and discover how these principles can be leveraged to enhance the reliability and robustness of machine learning systems.

Syllabus

KEYNOTE: Information Constrained Optimal Transport


Taught by

Simons Institute

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