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All publications by Marco Cuturi
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Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations
Tam Le and Marco Cuturi
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric
Vivien Seguy and Marco Cuturi
Advances in Neural Information Processing Systems 28, 2015


Fast Computation of Wasserstein Barycenters
Marco Cuturi and Arnaud Doucet
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Mean Reversion with a Variance Threshold
Marco Cuturi and Alexandre D'aspremont
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Sinkhorn Distances: Lightspeed Computation of Optimal Transportation
Marco Cuturi
Advances in Neural Information Processing Systems 26, 2013


Mapping kernels for trees
Kilho Shin, Marco Cuturi and Tetsuji Kuboyama
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Fast Global Alignment Kernels
Marco Cuturi
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


White Functionals for Anomaly Detection in Dynamical Systems
Marco Cuturi, Jean-philippe Vert and Alexandre D'aspremont
Advances in Neural Information Processing Systems 22, 2009


Kernels on Structured Objects Through Nested Histograms
Marco Cuturi and Kenji Fukumizu
Advances in Neural Information Processing Systems 19, 2006


Semigroup Kernels on Measures
Marco Cuturi, Kenji Fukumizu and Jean-philippe Vert
Journal of Machine Learning Research, 2005


Semigroup Kernels on Finite Sets
Marco Cuturi and Jean-philippe Vert
Advances in Neural Information Processing Systems 17, 2004