Machine learning and optimal transport: some statistical and algorithmic tools von Cazelles, Elsa

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Penalization of Barycenters in the Wasserstein Space von Bigot, Jérémie, Cazelles, Elsa, Papadakis, Nicolas

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Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration von Bigot, Jérémie, Cazelles, Elsa, Papadakis, Nicolas

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The Wasserstein-Fourier Distance for Stationary Time Series von Cazelles, Elsa, Robert, Arnaud, Tobar, Felipe

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Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications von Bigot, Jérémie, Cazelles, Elsa, Papadakis, Nicolas

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Computationally-efficient initialisation of GPs: The generalised variogram method von Tobar, Felipe, Cazelles, Elsa, de Wolff, Taco

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Geodesic PCA versus Log-PCA of Histograms in the Wasserstein Space von Cazelles, Elsa, Seguy, Vivien, Bigot, Jérémie, Cuturi, Marco, Papadakis, Nicolas

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Log-PCA versus Geodesic PCA of histograms in the Wasserstein space von Cazelles, Elsa, Seguy, Vivien, Bigot, Jérémie, Cuturi, Marco, Papadakis, Nicolas

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On the sequential convergence of Lloyd's algorithms von Portales, Léo, Cazelles, Elsa, Pauwels, Edouard

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Statistical properties of barycenters in the Wasserstein space and fast algorithms for optimal transport of measures von Cazelles, Elsa

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Regularized Barycenters in the Wasserstein Space von Cazelles, Elsa, Bigot, Jérémie, Papadakis, Nicolas

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Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia von Gachon, Erell, Bigot, Jérémie, Cazelles, Elsa, Bidet, Audrey, Vial, Jean-Philippe, Dumas, Pierre-Yves, Mimoun, Aguirre

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On the sequential convergence of Lloyd's algorithms von Portales, Léo, Cazelles, Elsa, Pauwels, Edouard

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The Wasserstein-Fourier Distance for Stationary Time Series von Cazelles, Elsa, Robert, Arnaud, Tobar, Felipe

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A novel notion of barycenter for probability distributions based on optimal weak mass transport von Cazelles, Elsa, Tobar, Felipe, Fontbona, Joaquín

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Computationally-efficient initialisation of GPs: The generalised variogram method von Tobar, Felipe, Cazelles, Elsa, de Wolff, Taco

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A novel notion of barycenter for probability distributions based on optimal weak mass transport von Cazelles, Elsa, Tobar, Felipe, Fontbona, Joaquín

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Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration von Bigot, Jérémie, Cazelles, Elsa, Papadakis, Nicolas

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Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications von Bigot, Jérémie, Cazelles, Elsa, Papadakis, Nicolas

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Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia von Gachon, Erell, Bigot, Jérémie, Cazelles, Elsa, Bidet, Audrey, Vial, Jean-Philippe, Dumas, Pierre-Yves, Aguirre Mimoun

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