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Online stochastic algorithms

Le Li
Machine Learning [stat.ML]. Université d'Angers, 2018. English. ⟨NNT : ⟩
Theses tel-01970795v1
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A Quasi-Bayesian Perspective to Online Clustering

Le Li , Benjamin Guedj , Sébastien Loustau
Electronic Journal of Statistics , 2018, ⟨10.1214/18-EJS1479⟩
Journal articles hal-01264233v4
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Sequential Learning of Principal Curves: Summarizing Data Streams on the Fly

Benjamin Guedj , Le Li
Journal articles hal-01796011v2
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Online clustering of individual sequences

Sébastien Loustau
2014
Preprints, Working Papers, ... hal-00943384v1
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Clustering en ligne : le point de vue PAC-bayésien

Le Li , Benjamin Guedj , Sébastien Loustau
2016
Preprints, Working Papers, ... hal-01264934v1
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Statistical learning with indirect observations

Sébastien Loustau
2012
Preprints, Working Papers, ... hal-00664125v3