A first-order optimization algorithm for statistical learning with hierarchical sparsity structure

Dewei Zhang, Yin Liu, Sam Davanloo Tajbakhsh

In many statistical learning problems, it is desired that the optimal solution conforms to an a priori known sparsity structure represented by a directed acyclic graph. Inducing su…