output
20142022
most citedStochastic Optimization for Large-scale Optimal Transport

147 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2016 · math.OCShow all

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math.OC2016★ 147 cited

Stochastic Optimization for Large-scale Optimal Transport

Genevay Aude, Marco Cuturi, Gabriel Peyré +1

Optimal transport (OT) defines a powerful framework to compare probability distributions in a geometrically faithful way. However, the practical impact of OT is still limited becau…

math.OC2016★ 90 cited

Geometric properties of solutions to the total variation denoising problem

Antonin Chambolle, Vincent Duval, Gabriel Peyré +1

This article studies the denoising performance of total variation (TV) image regularization. More precisely, we study geometrical properties of the solution to the so-called Rudin-…