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7 x 3 minutes spotlights
Elsa Cazelles · Aude Genevay · Gonzalo Mena · Christoph Brauer · Asja Fischer · Henning Petzka · Vivien Seguy · Antoine Rolet · Sho Sonoda
- Jérémie Bigot, Elsa Cazelles and Nicolas Papadakis. Central limit theorems for Sinkhorn divergence between probability distributions on finite spaces.
- Aude Genevay. Learning Generative Models with Sinkhorn Divergences
- Gonzalo Mena, David Belanger, Gonzalo Muñoz and Jasper Snoek. Sinkhorn Networks: Using Optimal Transport Techniques to Learn Permutations
- Christoph Brauer, Christian Clason, Dirk Lorenz and Benedikt Wirth. A Sinkhorn-Newton method for entropic optimal transport
- Henning Petzka, Asja Fischer and Denis Lukovnikov. On the regularization of Wasserstein GANs
- Vivien Seguy, Bharath Bhushan Damodaran, Rémi Flamary, Nicolas Courty, Antoine Rolet and Mathieu Blondel. Large Scale Optimal Transport and Mapping Estimation
- Sho Sonoda and Noboru Murata. Transportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks
Author Information
Elsa Cazelles (Institut de Mathématiques de Bordeaux)
Aude Genevay (ENS Paris - INRIA)
Gonzalo Mena (Columbia University)
Christoph Brauer (TU Braunschweig)
Asja Fischer (University of Bonn)
Henning Petzka (Fraunhofer IAIS)
Vivien Seguy (Kyoto University)
Antoine Rolet (Kyoto university)
Sho Sonoda (RIKEN)
More from the Same Authors
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2021 : Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport »
Gonzalo Mena · Amin Nejatbakhsh · Erdem Varol · Jonathan Niles-Weed -
2021 : Sinkhorn EM: An Expectation-Maximizationalgorithm based on entropic optimal transport »
Gonzalo Mena · Amin Nejatbakhsh · Erdem Varol · Jonathan Niles-Weed -
2022 Poster: How Sampling Impacts the Robustness of Stochastic Neural Networks »
Sina Däubener · Asja Fischer -
2017 : Poster Session 1 »
Magdalena Fuchs · David Lung · Mathias Lechner · Kezhi Li · Andrew Gordus · Vivek Venkatachalam · Shivesh Chaudhary · Jan Hůla · David Rolnick · Scott Linderman · Gonzalo Mena · Liam Paninski · Netta Cohen -
2016 Poster: Stochastic Optimization for Large-scale Optimal Transport »
Aude Genevay · Marco Cuturi · Gabriel Peyré · Francis Bach -
2015 Poster: Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric »
Vivien Seguy · Marco Cuturi