34 citations · 150 across the 18 of their papers we have counts for
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stat.CO2014
Fast tree inference with weighted fusion penalties
Julien Chiquet, Pierre Gutierrez, Guillem Rigaill
Given a data set with many features observed in a large number of conditions, it is desirable to fuse and aggregate conditions which are similar to ease the interpretation and extr…
stat.ME2014★ 3 cited
Structured Regularization for conditional Gaussian Graphical Models
Julien Chiquet, Tristan Mary-Huard, Stéphane Robin
Conditional Gaussian graphical models (cGGM) are a recent reparametrization of the multivariate linear regression model which explicitly exhibits the partial covariances betwe…