Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks.

Tolga Ergen Mert Pilanci

Published in: CoRR (2021)

Keyphrases

sparsity inducing
structured sparsity
variable selection
solution path
regularization parameter
sparse learning
multi class
linear programming
statistical learning
regularization term
machine learning
image restoration
energy function
group lasso