Machine Learning, Artificial Intelligence, Regularization, Dropout Regularization, Overfitting.
using the L2 norm of the weights in the loss function, in L1 regularization, the L1 norm (absolute values) of the weights are used. The modified loss becomes Modified Loss with L1 regularization — Image by Author Just like the L2 regularizer, the L1 regularizer finds the point with the minimum loss