AMF: Aggregated Mondrian forests for online learning

Author:

Mourtada Jaouad1,Gaïffas Stéphane23ORCID,Scornet Erwan1

Affiliation:

1. CMAP CNRS Ecole Polytechnique Institut Polytechnique de Paris Palaiseau 91128 France

2. LPSM CNRS UMR 8001 Université Paris Diderot Paris France

3. DMA CNRS UMR 8553 Ecole normale supérieure Paris France

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference43 articles.

1. Arlot S.&Genuer R.(2014)Analysis of purely random forests bias.arXiv preprint arXiv:1407.3939.

2. Bellemare M. Veness J.&Talvitie E.(2014)Skip context tree switching. InInternational conference on machine learning pp. 1458–1466.

3. Analysis of a random forests model;Biau G.;Journal of Machine Learning Research,2012

4. Consistency of random forests and other averaging classifiers;Biau G.;Journal of Machine Learning Research,2008

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