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IDSS Distinguished Seminar Series Marco Cuturi

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On Parameterizing Optimal Transport with Elastic Costs

Marco Cuturi (Apple)
MIT Building E18, Room 304

About the Talk: "I will present in this talk an overview of the computations of optimal transport, focusing in particular on the challenge of computing OT maps using two samples from high-dimensional probability measures. After reviewing a few of the popular methods that have been explored for this task recently, including those leveraging neural architectures, I will introduce our recent work on parameterising OT problems with elastic costs, i.e. ground costs that mix the classic squared Euclidean distance with a…

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MIT Institute for Data, Systems, and Society
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