Department of Electrical Engineering, Stanford University, Stanford, CA 94305, USA
Tolga Ergen, Mert Pilanci
Convex optimization;non-convex optimization;group sparsity;$\ell_1$ norm;convex duality;polynomial time;deep learning
Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time