Risultati ricerca pubblicazioni

Stochastic training of neural networks via successive convex approximations

pubblicato su: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - 2018
Scardapane Simone, DI LORENZO Paolo

Distributed tensor completion over networks

pubblicato su: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - 2020
Battiloro C., Di Lorenzo P.

Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning

pubblicato su: IEEE TRANSACTIONS ON SIGNAL PROCESSING - 2017
Scutari Gesualdo, Facchinei Francisco, Lampariello Lorenzo, Sardellitti Stefania, Song Peiran

Asynchronous optimization over graphs: linear convergence under error bound conditions

pubblicato su: IEEE TRANSACTIONS ON AUTOMATIC CONTROL - 2020
Cannelli Loris, Facchinei Francisco, Scutari Gesualdo, Kungurtsev Vyacheslav

Diminishing stepsize methods for nonconvex composite problems via ghost penalties: from the general to the convex regular constrained case

pubblicato su: OPTIMIZATION METHODS & SOFTWARE - 2020
Facchinei F., Kungurtsev V., Lampariello L., Scutari G.

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