Francisco Facchinei

Mathematics · Physical Sciences

43h-index14.1kcitations140works5.02yr avg
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Research Topics

Advanced Optimization Algorithms Research(70), Optimization and Variational Analysis(51), Sparse and Compressive Sensing Techniques(33), Stochastic Gradient Optimization Techniques(20), Advanced MIMO Systems Optimization(18)

Publications140 total

Regularity Conditions and Exact Penalty Functions in Lipschitz Programming Problems
2024· 5 cited
Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension
Healthcare·2023· 5 citedOpen Access
Stochastic Approximation for Expectation Objective and Expectation Inequality-Constrained Nonconvex Optimization
arXiv (Cornell University)·2023Open Access
Ghost Penalties in Nonconvex Constrained Optimization: Diminishing Stepsizes and Iteration Complexity
Mathematics of Operations Research·2021· 5 citedOpen Access
Ghost penalties in nonconvex constrained optimization: Diminishing stepsizes and iteration complexity
Iris (Roma Tre University)·2021· 22 cited
Iteration Complexity of a Fixed-Stepsize SQP Method for Nonconvex Optimization with Convex Constraints
Springer proceedings in mathematics & statistics·2021· 4 cited
CONVERGENCE RATE FOR DIMINISHING STEPSIZE METHODS IN NONCONVEX CONSTRAINED OPTIMIZATION VIA GHOST PENALTIES
IRIS Research product catalog (Sapienza University of Rome)·2020Open Access
Diminishing stepsize methods for nonconvex composite problems via ghost penalties: from the general to the convex regular constrained case
Optimization methods & software·2020· 3 citedOpen Access
Asynchronous Optimization Over Graphs: Linear Convergence Under Error Bound Conditions
IEEE Transactions on Automatic Control·2020· 2 citedOpen Access
Asynchronous Optimization over Graphs: Linear Convergence under Error\n Bound Conditions
arXiv (Cornell University)·2020Open Access
Asynchronous parallel algorithms for nonconvex optimization
IRIS Research product catalog (Sapienza University of Rome)·2020· 37 citedOpen Access
Asynchronous parallel algorithms for nonconvex optimization
Mathematical Programming·2019· 3 citedOpen Access
Decentralized Dictionary Learning Over Time-Varying Digraphs
arXiv (Cornell University)·2018· 2 citedOpen Access
Multi-Agent asynchronous nonconvex large-scale optimization
2017· 4 cited
Ghost Penalties in Nonconvex Constrained Optimization: Diminishing\n Stepsizes and Iteration Complexity
arXiv (Cornell University)·2017· 2 citedOpen Access
Essentially cyclic asynchronous nonconvex large-scale optimization
2017
D2L: Decentralized dictionary learning over dynamic networks
2017· 3 cited
Asynchronous parallel nonconvex large-scale optimization
2017· 9 cited
Asynchronous Parallel Algorithms for Nonconvex Big-Data Optimization. Part II: Complexity and Numerical Results
arXiv (Cornell University)·2017· 12 citedOpen Access
Distributed Dictionary Learning
arXiv (Cornell University)·2016Open Access
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Frequent Co-authors

Christian Kanzow(15), Gesualdo Scutari(14), Jong‐Shi Pang(11), Andreas Fischer(8), Lorenzo Lampariello(6), Daniel P. Palomar(5), Simone Sagratella(5), Veronica Piccialli(4), Peiran Song(3), Tecla De Luca(2), João Soares(2), Houyuan Jiang(2), Liqun Qi(2), Markus Herrich(2), Stefano Lucidi(2), Vyacheslav Kungurtsev(2), Chaoxiong Wang(1), Valeria Cardellini(1), Vittoria de Nitto Personé(1), Valerio Di Valerio(1)