Statistical Physics of Optimal Transport
Offered By: IPhT-TV via YouTube
Course Description
Overview
Explore the fascinating intersection of statistical physics and optimal transport in this illuminating 34-minute lecture by Henri Orland. Delve into the fundamental principles and applications of optimal transport theory through the lens of statistical physics. Gain insights into how these two fields converge to solve complex problems in various domains, including economics, machine learning, and data analysis. Discover the mathematical foundations and practical implications of optimal transport, as well as its connections to statistical mechanics and thermodynamics. Learn about cutting-edge research and recent developments in this rapidly evolving field, presented by a renowned expert in the area.
Syllabus
Henri Orland - Statistical Physics of Optimal Transport [IPhT60]
Taught by
IPhT-TV
Related Courses
Optimal Transport and PDE - Gradient Flows in the Wasserstein MetricSimons 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