33 citations · 59 across the 25 of their papers we have counts for
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math.OC2022
Coordinate Descent for SLOPE
Johan Larsson, Quentin Klopfenstein, Mathurin Massias +1
The lasso is the most famous sparse regression and feature selection method. One reason for its popularity is the speed at which the underlying optimization problem can be solved.…
math.ST2022★ 1 cited
Gaussian Whittle-Matérn fields on metric graphs
David Bolin, Alexandre B. Simas, Jonas Wallin
We define a new class of Gaussian processes on compact metric graphs such as street or river networks. The proposed models, the Whittle--Matérn fields, are defined via a fractional…