Block-wise Primal-dual Algorithms for Large-scale Doubly Penalized ANOVA Modeling

Penghui Fu, Zhiqiang Tan

For multivariate nonparametric regression, doubly penalized ANOVA modeling (DPAM) has recently been proposed, using hierarchical total variations (HTVs) and empirical norms as pena…