Llm, Gpt 4, Artificial Intelligence, Deep Learning, Mathematics.
The L1​ norm of a function f is: Unlike the L2​ norm, the L1​ norm promotes sparsity in the model parameters. In the context of the Banach space, this regularization tends to push many parameters to zero, leading to a sparse representation. This can be particularly useful for feature selection and