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==Mathematical Foundations: Optimization== | ==Mathematical Foundations: Optimization== | ||
Revision as of 04:44, 22 June 2020
Below, you can find a list of new article ideas and suggested references. (Feel free to incorporate additional references! Please list all references you use at the bottom of your article.) If you choose to write about one of these ideas, remove it from the list below and create a new link on the main page.
Want to write about something that's not listed here? Email me!
The Optimal Transport Problem
- Optimal Transport in one dimension; Villani (73-78); Santambrogio (59-67)
- 1-Wasserstein metric, duality, and measures with unequal mass; Piccoli, Rossi, and Tournus A Wasserstein norm for signed measures, with application to nonlocal transport equation with source term
The 2-Wasserstein Metric
- Displacement convexity; Santambrogio (249-251,271-276); Villani (150-154)
- This article has been partially written, but further contributions are welcome: Gradient flows in metric spaces, Santambrogio, 'OT for Applied Mathematicians' (285-290); Santambrogio, 'Euclidean, Metric, and Wasserstein GFs' (90-107; don't need to cover all topics, just what interests you)
Numerical Methods for Optimal Transport
- Computing OT via Benamou-Brenier; Santambrogio (220-225); Peyré, Cuturi (102-108)
- Wasserstein Barycenters; Santambrogio (215-218); Peyré, Cuturi (138-144)