Machine Learning, Artificial Intelligence, Regularization, Dropout Regularization, Overfitting.
in the cartesian plane. The figure below plots the two parts of the loss function (MSE loss and L2 regularization) on the cartesian plane. The L2 regularizer is plotted as a circle with a radius equal to lambda. The MSE loss has been plotted as a contour plot where the loss is equal on the ellipse.