Entropic Regularization of Optimal Transport and Applications

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Dates : 20 junho 2021 » 25 junho 2021

Place : Banff Centre in Alberta
Canadá

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Organizer : Banff International Research Station for Mathematical Innovation and Discovery (BIRS)

Matemática e Estatística; Ciências da Engenharia; Biologia e ciências da vida; Informática; Economia;
Keywords: Analysis, Artificial Intelligence, Differential Equations, Geometry, Machine Learning, Mathematics, Statistics, Transport, Biology, Economics
Description :

The mathematics of optimal transport (OT) has grown to become a unifying theme in many scientific disciplines, from solving purely mathematical problems of analysis, geometry, and partial differential equations to developing revolutionary new methods in economics, statistics, machine learning and artificial intelligence. In the last decade, the impact of optimal transport in the study of geometry was highlighted by two Fields medals (Villani 2010, Figalli 2018). On the other hand, OT has established itself as a viable alternative to classical maximum likelihood based methods in statistics and data science. Other notable applications include generative adversarial network (GAN) in machine learning (Wasserstein GAN), new applications to stem cell biology, and economic applications such as generalizations of the Nobel prize winning Gale-Shapley algorithm, online auctions, and option pricing.


Banff International Research Station for Mathematical Innovation and Discovery (BIRS) organises its event entitled Entropic Regularization of Optimal Transport and Applications to be held from 20 junho 2021 to 25 junho 2021 in Banff Centre in Alberta, Canadá. It covers various areas of Matemática e Estatística including 0. For more information, visit the website of the conference or contact the organizer.
Add to calendar 2021-06-20 2021-06-25 Europe/London Entropic Regularization of Optimal Transport and Applications https://www.sciencedz.net/pt/conference/74953-entropic-regularization-of-optimal-transport-and-applications Banff Centre in Alberta - Canadá Banff International Research Station for Mathematical Innovation and Discovery (BIRS)

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Conferences and seminars in Canadá in 2021
Conferences and seminars in Matemática e Estatística
Conferences and seminars in Matemática e Estatística in 2021
Conferences and seminars in Matemática e Estatística in Canadá
Conferences and seminars in Matemática e Estatística in Canadá in 2021
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