Asynchronous parallel algorithms for nonconvex optimization
Cannelli, Loris, Facchinei, Francisco, Kungurtsev, Vyacheslav, Scutari, Gesualdo
Published in Mathematical programming (01.11.2020)
Published in Mathematical programming (01.11.2020)
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Journal Article
Real and Complex Monotone Communication Games
Scutari, Gesualdo, Facchinei, Francisco, Pang, Jong-Shi, Palomar, Daniel P.
Published in IEEE transactions on information theory (01.07.2014)
Published in IEEE transactions on information theory (01.07.2014)
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Journal Article
Conference Proceeding
A New Decomposition Method for Multiuser DC-Programming and Its Applications
Alvarado, Alberth, Scutari, Gesualdo, Pang, Jong-Shi
Published in IEEE transactions on signal processing (01.06.2014)
Published in IEEE transactions on signal processing (01.06.2014)
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Journal Article
Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid
Atzeni, Italo, Ordonez, Luis G., Scutari, Gesualdo, Palomar, Daniel P., Fonollosa, Javier R.
Published in IEEE transactions on signal processing (01.05.2013)
Published in IEEE transactions on signal processing (01.05.2013)
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Journal Article
Publication
Asynchronous Iterative Water-Filling for Gaussian Frequency-Selective Interference Channels
Scutari, G., Palomar, D.P., Barbarossa, S.
Published in IEEE transactions on information theory (01.07.2008)
Published in IEEE transactions on information theory (01.07.2008)
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Journal Article
Convergence rate for diminishing stepsize methods in nonconvex constrained optimization via ghost penalties
Francisco Facchinei, Vyacheslav Kungurtsev, Lorenzo Lampariello, Gesualdo Scutari
Published in Atti della Accademia peloritana dei pericolanti. Classe I di scienze fis., mat. e naturali (01.01.2020)
Published in Atti della Accademia peloritana dei pericolanti. Classe I di scienze fis., mat. e naturali (01.01.2020)
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Journal Article
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures
Bagchi, Saurabh, Aggarwal, Vaneet, Chaterji, Somali, Douglis, Fred, Gamal, Aly El, Han, Jiawei, Henz, Brian J., Hoffmann, Henry, Jana, Suman, Kulkarni, Milind, Lin, Felix Xiaozhu, Marais, Karen, Mittal, Prateek, Mou, Shaoshuai, Qiu, Xiaokang, Scutari, Gesualdo
Published in IEEE open journal of the Computer Society (2020)
Published in IEEE open journal of the Computer Society (2020)
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Journal Article
Achieving Linear Convergence in Distributed Asynchronous Multiagent Optimization
Tian, Ye, Sun, Ying, Scutari, Gesualdo
Published in IEEE transactions on automatic control (01.12.2020)
Published in IEEE transactions on automatic control (01.12.2020)
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Journal Article
Parallel Selective Algorithms for Nonconvex Big Data Optimization
Facchinei, Francisco, Scutari, Gesualdo, Sagratella, Simone
Published in IEEE transactions on signal processing (01.04.2015)
Published in IEEE transactions on signal processing (01.04.2015)
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Journal Article
Multi-agent Optimization: Cetraro, Italy 2014
Nedić, Angelia, Pang, Jong-Shi, Scutari, Gesualdo, Sun, Ying, Facchinei, Francisco
Year of Publication 2018
Year of Publication 2018
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eBook
NEXT: In-Network Nonconvex Optimization
Di Lorenzo, Paolo, Scutari, Gesualdo
Published in IEEE transactions on signal and information processing over networks (01.06.2016)
Published in IEEE transactions on signal and information processing over networks (01.06.2016)
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Journal Article
Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning
Scutari, Gesualdo, Facchinei, Francisco, Lampariello, Lorenzo, Sardellitti, Stefania, Song, Peiran
Published in IEEE transactions on signal processing (15.04.2017)
Published in IEEE transactions on signal processing (15.04.2017)
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Journal Article
Distributed Big-Data Optimization via Blockwise Gradient Tracking
Notarnicola, Ivano, Sun, Ying, Scutari, Gesualdo, Notarstefano, Giuseppe
Published in IEEE transactions on automatic control (01.05.2021)
Published in IEEE transactions on automatic control (01.05.2021)
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Journal Article