Elsa Cazelles
Publications
Publications
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Efficient Gaussian Process learning via subspace projectionsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2026, Barcelone, Spain |
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Audio signal interpolation using optimal transportation of spectrogramsIEEE Workshop on Statistical Signal Processing (SSP), 2025, Edinburgh, United Kingdom |
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Machine learning and optimal transport: some statistical and algorithmic toolsJournées MAS 2020 - Random Modelization and Physics, Aug 2021, Orléans-Tours, France. pp.158 - 168, ⟨10.1051/proc/202374158⟩ |
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A novel notion of barycenter for probability distributions based on optimal weak mass transportThirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), NIPS: Neural Information Processing Systems Foundation, Dec 2021, Online, France. ⟨10.48550/arXiv.2102.13380⟩ |
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Regularized Barycenters in the Wasserstein Space3rd International Conference Geometric Science of Information (GSI'17), Nov 2017, Paris, France. pp.83-90, ⟨10.1007/978-3-319-68445-1_10⟩ |
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PCA of Probability Measures: Sparse and Dense Sampling Regimes2026 |
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Busemann Functions in the Wasserstein Space: Existence, Closed-Forms, and Applications to Slicing2025 |
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Scalable and consistent embedding of probability measures into Hilbert spaces via measure quantization2025 |
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Sample complexity of optimal transport barycenters with discrete support2025 |
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On the Wasserstein geodesic principal component analysis of probability measures2025 |
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Regularization of barycenters in the Wasserstein space2016 |
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Propriétés statistiques du barycentre dans l’espace de WassersteinMathématiques générales [math.GM]. Université de Bordeaux, 2018. Français. ⟨NNT : 2018BORD0125⟩ |