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Pierre-Alexandre Mattei

MAASAI, UCA,3iA Côte d'Azur

Kernel KMeans clustering splits for end-to-end unsupervised decision trees

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Feb 19, 2024
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Are ensembles getting better all the time?

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Nov 29, 2023
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Generalised Mutual Information: a Framework for Discriminative Clustering

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Sep 06, 2023
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Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models

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Apr 17, 2023
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Are labels informative in semi-supervised learning? -- Estimating and leveraging the missing-data mechanism

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Feb 15, 2023
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Sparse GEMINI for Joint Discriminative Clustering and Feature Selection

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Feb 07, 2023
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Explainability as statistical inference

Dec 06, 2022
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Generalised Mutual Information for Discriminative Clustering

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Oct 14, 2022
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A Multi-stage deep architecture for summary generation of soccer videos

May 02, 2022
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Don't fear the unlabelled: safe deep semi-supervised learning via simple debiasing

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Mar 16, 2022
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