4 citations · 11 across the 8 of their papers we have counts for
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stat.ME2014★ 2 cited
Jointly Sparse Global SIMPLS Regression
Tzu-Yu Liu, Laura Trinchera, Arthur Tenenhaus +2
Partial least squares (PLS) regression combines dimensionality reduction and prediction using a latent variable model. Since partial least squares regression (PLS-R) does not requi…
stat.ML2014★ 4 cited
A low variance consistent test of relative dependency
Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus +1
We describe a novel non-parametric statistical hypothesis test of relative dependence between a source variable and two candidate target variables. Such a test enables us to determ…