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stat.ME2010
Gaussian Process Models for Nonparametric Functional Regression with Functional Responses
Heng Lian
Recently nonparametric functional model with functional responses has been proposed within the functional reproducing kernel Hilbert spaces (fRKHS) framework. Motivated by its supe…
stat.CO2010★ 1 cited
A simple and efficient algorithm for fused lasso signal approximator with convex loss function
Heng Lian
We consider the augmented Lagrangian method (ALM) as a solver for the fused lasso signal approximator (FLSA) problem. The ALM is a dual method in which squares of the constraint fu…