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Randomness and learning in networks

Publications

Subtractive random forests

Author(s): Nicolas Broutin, Luc Devroye, Gabor Lugosi, Roberto Imbuzeiro Oliveira
Published in: 2022
Publisher: Arxiv Preprint Server
DOI: 10.48550/arxiv.2210.10544

On the quality of randomized approximations of Tukey's depth

Author(s): Simon Briend, Gábor Lugosi, Roberto Imbuzeiro Oliveira
Published in: 2023
Publisher: Arxiv Preprint server
DOI: 10.48550/arxiv.2309.05657

Uniform attachment with freezing

Author(s): Étienne Bellin, Arthur Blanc-Renaudie, Emmanuel Kammerer, Igor Kortchemski
Published in: 2023
Publisher: Arxiv Preprint server
DOI: 10.48550/arxiv.2308.00493

Active clustering for labeling training data

Author(s): Quentin Lutz, Élie de Panafieu, Alex Scott, Maya Stein
Published in: 2021
Publisher: Arxiv Preprint Server
DOI: 10.48550/arxiv.2110.14521

Uniform attachment with freezing: Scaling limits

Author(s): Étienne Bellin, Arthur Blanc-Renaudie, Emmanuel Kammerer, Igor Kortchemski
Published in: 2023
Publisher: Arxiv Preprint Server
DOI: 10.48550/arxiv.2308.00484

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