38 citations · 57 across the 7 of their papers we have counts for
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stat.ML2017★ 38 cited
GAN and VAE from an Optimal Transport Point of View
Aude Genevay, Gabriel Peyré, Marco Cuturi
This short article revisits some of the ideas introduced in arXiv:1701.07875 and arXiv:1705.07642 in a simple setup. This sheds some lights on the connexions between Variational Au…
math.OC2017
Local Linear Convergence Analysis of Primal-Dual Splitting Methods
Jingwei Liang, Jalal Fadili, Gabriel Peyré
In this paper, we study the local linear convergence properties of a versatile class of Primal-Dual splitting methods for minimizing composite non-smooth convex optimization proble…