Variational and Information Flows in Machine Learning and Optimal Transport

This book is based on lectures given at the Mathematisches Forschungsinstitut Oberwolfach on “Computational Variational Flows in Machine Learning and Optimal Transport”. Variational and stochastic flows on measure spaces are ubiquitous in machine learning and generative modeling. Optimal transport a...

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Bibliographic Details

Main Authors:	Li, Wuchen (Author), Schmitzer, Bernhard (Author), Steidl, Gabriele (Author), Vialard, François-Xavier (Author), Wald, Christian (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Cham : Springer Nature Switzerland : Imprint: Birkhäuser, 2025.
Edition:	1st ed. 2025.
Series:	Oberwolfach Seminars, 56
Subjects:	Differential equations. Mathematical optimization. Calculus of variations. Differential Equations. Calculus of Variations and Optimization.
Online Access:	https://doi.org/10.1007/978-3-031-92731-7
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