Francisco Facchinei

Pubblicazioni

Titolo Pubblicato in Anno
Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension HEALTHCARE 2023
Ghost Penalties in Nonconvex Constrained Optimization: Diminishing Stepsizes and Iteration Complexity MATHEMATICS OF OPERATIONS RESEARCH 2021
Asynchronous parallel algorithms for nonconvex optimization MATHEMATICAL PROGRAMMING 2020
Asynchronous optimization over graphs: linear convergence under error bound conditions IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2020
Diminishing stepsize methods for nonconvex composite problems via ghost penalties: from the general to the convex regular constrained case OPTIMIZATION METHODS & SOFTWARE 2020
Convergence rate for diminishing stepsize methods in nonconvex constrained optimization via ghost penalties ATTI DELLA ACCADEMIA PELORITANA DEI PERICOLANTI, CLASSE DI SCIENZE FISICHE, MATEMATICHE E NATURALI 2020
Decentralized Dictionary Learning Over Time-Varying Digraphs JOURNAL OF MACHINE LEARNING RESEARCH 2019
Multi-Agent asynchronous nonconvex large-scale optimization 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2017 2018
Multi-agent optimization 2018
Preface Multi-agent Optimization 2018
Feasible methods for nonconvex nonsmooth problems with applications in green communications MATHEMATICAL PROGRAMMING 2017
Parallel and Distributed Methods for Constrained Nonconvex Optimization—Part I: Theory IEEE TRANSACTIONS ON SIGNAL PROCESSING 2017
Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning IEEE TRANSACTIONS ON SIGNAL PROCESSING 2017
Distributed dictionary learning 2016 50th Asilomar Conference on Signals, Systems and Computers 2017
Asynchronous parallel nonconvex large-scale optimization 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017
D2L: Decentralized dictionary learning over dynamic networks 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2017
Essentially cyclic asynchronous nonconvex large-scale optimization 2017 IEEE 18th International Workshop on Signal. Processing Advances in Wireless Communications (SPAWC 2017) 2017
A game-theoretic approach to computation offloading in mobile cloud computing MATHEMATICAL PROGRAMMING 2016
Preface MATHEMATICAL PROGRAMMING 2016
D3M: Distributed multi-cell multigroup multicasting 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016

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