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Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator

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Aug 01 2019 Kyle Cranmer

Was just thinking about differentiable sorting... google... may 2019... dang! Differentiable Sorting using Optimal Transport:The Sinkhorn CDF and Quantile Operator Marco Cuturi, Olivier Teboul, Jean-Philippe Vert https://arxiv.org/abs/1905.11885
6 replies, 124 likes


Jul 31 2019 Daisuke Okanohara

While sorting and argmax operations are not differentiable (or constant in almost position) originally, these can be considered as an optimal transport between given inputs and predefined sorted arrays and solved by differentiable Sinkhorn algorithm. https://arxiv.org/abs/1905.11885
0 replies, 12 likes


Aug 01 2019 IntuitionMachine

Sorting arrays that are algorithmically differentiable! https://arxiv.org/abs/1905.11885 #deeplearning #ai https://t.co/BcHzdBYsWp
1 replies, 5 likes


Sep 09 2019 HotComputerScience

Most popular computer science paper of the day: "Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator" https://hotcomputerscience.com/paper/differentiable-sorting-using-optimal-transport-the-sinkhorn-cdf-and-quantile-operator https://twitter.com/KyleCranmer/status/1156844480521285632
0 replies, 1 likes


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