Computational Optimal Transport: With Applications to Data Science in Machine Learning)

Peyré, Gabriel; Cuturi, Marco

ISBN 10: 1680835505 / ISBN 13: 9781680835502

Published by Now Publishers, 2019

About this Item

Print on Demand pp. 274. Seller Inventory # 370181892

Bibliographic Details

Title: Computational Optimal Transport: With ...

Publisher: Now Publishers

Publication Date: 2019

Binding: Soft cover

Condition: New

About this title

Synopsis:

The goal of Optimal Transport (OT) is to define geometric tools that are useful to compare probability distributions. Their use dates back to 1781.

Recent years have witnessed a new revolution in the spread of OT, thanks to the emergence of approximate solvers that can scale to sizes and dimensions that are relevant to data sciences. Thanks to this newfound scalability, OT is being increasingly used to unlock various problems in...

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