Flexible Learning of Sparse Neural Networks via Constrained $L_0$ Regularization

no code implementations • NeurIPS Workshop LatinX_in_AI 2021 • Jose Gallego-Posada, Juan Ramirez De Los Rios, Akram Erraqabi

We propose to approach the problem of learning $L_0$-sparse networks using a constrained formulation of the optimization problem.