Mila and DIRO, Université de Montréal, Canada; Canada CIFAR AI Chair; Mila and DIRO, Université de Montréal, Canada
Jose Gallego-Posada, Juan Ramirez, Akram Erraqabi, Yoshua Bengio, Simon Lacoste-Julien
sparsity;constrained optimization;deep learning;l0 regularization
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints