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SeReNe: Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks.
Enzo Tartaglione
Andrea Bragagnolo
Francesco Odierna
Attilio Fiandrotti
Marco Grangetto
Published in:
IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
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structured sparsity
neural network
group sparsity
statistical learning
sparsity inducing
group lasso
compressive sensing
back propagation
regularization methods
learning problems
convex optimization problems
neural model
cost function
signal processing
high dimensional data
convex optimization