Stanford University; LG AI Research
Tolga Ergen, Mert Pilanci
Convex optimization;deep learning theory;path norm;group sparsity;polynomial-time training;ReLU networks;parallel architectures;global optimality;computational complexity
Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks