output
20152025
most citedRendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos

210 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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2 papers · 1 filter

stat.ME2018★ 40 cited

Determining the Number of Components in PLS Regression on Incomplete Data

Titin Agustin Nengsih, Frédéric Bertrand, Myriam Maumy-Bertrand +1

Partial least squares regression---or PLS---is a multivariate method in which models are estimated using either the SIMPLS or NIPALS algorithm. PLS regression has been extensively…

stat.ME2018★ 4 cited

selectBoost: a general algorithm to enhance the performance of variable selection methods in correlated datasets

Ismaïl Aouadi, Nicolas Jung, Raphael Carapito +4

Motivation: With the growth of big data, variable selection has become one of the major challenges in statistics. Although many methods have been proposed in the literature their p…