Machine Learning, Artificial Intelligence, Deep Learning, Neural Networks.
blue line), we find a sparse solution [0.5, 0] to our problem. At the touch point, the constant c is the smallest L1 norm you could find within all possible solutions. The intuition of using L1 norm is that the shape formed by all points whose L1 norm equals to a constant c has many tips (spikes)