Penalizing Localized Dirichlet Energies in Low Rank Tensor Products

Paris A. Karakasis, Nicholas D. Sidiropoulos

We study low-rank tensor-product B-spline (TPBS) models for regression tasks and investigate Dirichlet energy as a measure of smoothness. We show that TPBS models admit a closed-fo…