Machine Learning, Artificial Intelligence, Regularization, Dropout Regularization, Overfitting.
on the MSE contour plot that lies within the unit norm ball. The unit-norm ball for an L1 norm is a diamond with edges. Visually this can be seen in the figure below. Solving weights for the L1 regularization loss shown above visually means finding the point with the minimum loss on the MSE contour