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Kernel interpolation with continuous volume sampling

Feb 22, 2020
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais


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Kernel quadrature with DPPs

Jun 18, 2019
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais


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Asymptotically exact data augmentation: models, properties and algorithms

Feb 15, 2019
Maxime Vono, Nicolas Dobigeon, Pierre Chainais

* 48 pages 

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A determinantal point process for column subset selection

Dec 23, 2018
Ayoub Belhadji, Rémi Bardenet, Pierre Chainais


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Bayesian nonparametric Principal Component Analysis

Sep 17, 2017
Clément Elvira, Pierre Chainais, Nicolas Dobigeon


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Bayesian anti-sparse coding

Dec 18, 2015
Clément Elvira, Pierre Chainais, Nicolas Dobigeon


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Distributed dictionary learning over a sensor network

Apr 12, 2013
Pierre Chainais, Cédric Richard

* 6 pages, 1 figure 

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