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Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier and Lucas Drumetz
In the context of optimal transport (OT) methods, the subspace detour approach was recently proposed by Muzellec and Cuturi. It consists of first finding an optimal plan between the measures projected on a wisely chosen subspace and then completing it in...
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Titouan Vayer, Laetitia Chapel, Remi Flamary, Romain Tavenard and Nicolas Courty
Optimal transport theory has recently found many applications in machine learning thanks to its capacity to meaningfully compare various machine learning objects that are viewed as distributions. The Kantorovitch formulation, leading to the Wasserstein d...
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Laurent Guillaume Courty, Miguel Ángel Rico-Ramirez and Adrián Pedrozo-Acuña
The growth of urban population, combined with an increase of extreme events due to climate change call for a better understanding and representation of urban floods. The uncertainty in rainfall distribution is one of the most important factors that affec...
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Pascal Courty, Mario Pagliero
Pág. 359 - 369
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Pascal Courty, Gerald Marschke
Pág. 428 - 441
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Courty, P. Marschke, G.
Pág. 23 - 56
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