Definition
A regularization technique that adds the sum of the absolute values of the model's weight coefficients as a penalty term to the loss function, encouraging sparsity.
In short: A regularization technique that adds the sum of the absolute values of the model's weight coefficients as a penalty term to the loss function, encouraging sparsity.