Machine Learning, Artificial Intelligence, Deep Learning, Neural Networks.
the back of my head. Not sure about you guys, but the reason for using an L1 norm to ensure sparsity and therefore avoid over-fitting wasn’t so obvious to me. It took me some time to figure out why. Essentially, I had these questions: why does a small L1 norm give a sparse solution? why does a