Marina Costantini

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Thrasyvoulos SpyropoulosProfessor in Electrical and Computer Engineering, Technical University of Crete, GreeceVerified email at tuc.gr
Santiago CoelhoPostdoctoral Research Fellow @ New York University, School of Medicine, Department of Radiology, MRIVerified email at nyulangone.org
Jose Maria Pozo SolerUniversity of LeedsVerified email at leeds.ac.uk
Alejandro F FrangiBicentennial Turing Chair | RAEng Chair at the University of Manchester; KU Leuven; Alan TuringVerified email at manchester.ac.uk
Meghdoot MozumderUniversity of Eastern Finland, KuopioVerified email at uef.fi
Pavlos SermpezisAristotle University of ThessalonikiVerified email at csd.auth.gr
Theodoros GiannakasHuawei Paris Research CenterVerified email at huawei.com
Nikolaos LiakopoulosResearch Scientist, AmazonVerified email at amazon.lu
Panayotis MertikopoulosCNRSVerified email at imag.fr
Georgios PaschosDirector, Research Science, AmazonVerified email at amazon.lu
Spyros VassilarasR&D Programs Manager, Intracom DefenseVerified email at intracomdefense.com
Jean-Claude BelfioreProfessor at Telecom Paris, Director of the Advanced Wireless Technology Lab at Huawei, ParisVerified email at telecom-paris.fr
Apostolos DestounisEricsson FranceVerified email at ericsson.com
Merouane DebbahKU 6G Center, Khalifa University, CentralesupelecVerified email at centralesupelec.fr
Dimitrios TsilimantosHuawei Technologies, FranceVerified email at huawei.com

Marina Costantini

Applied scientist intern, Amazon

Verified email at eurecom.fr - Homepage

Optimization Theory Distributed Optimization Network Optimization Machine Learning


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Approximation guarantees for the joint optimization of caching and recommendation M Costantini, T Spyropoulos, T Giannakas, P Sermpezis ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2020	19	2020
Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter S Coelho, JM Pozo, M Costantini, JR Highley, M Mozumder, JE Simpson, ... Neuroimage 179, 275-287, 2018	19	2018
Impact of popular content relational structure on joint caching and recommendation policies M Costantini, T Spyropoulos 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad …, 2020	8	2020
Quantitative histomorphometry of capillary microstructure in deep white matter M Mozumder, JM Pozo, S Coelho, M Costantini, J Simpson, JR Highley, ... NeuroImage: Clinical 23, 101839, 2019	8	2019
Histological data of axons, astrocytes, and myelin in deep subcortical white matter populations S Coelho, JM Pozo, M Costantini, JR Highley, M Mozumder, JE Simpson, ... Data in brief 23, 103762, 2019	2	2019
FedDec: Peer-to-peer Aided Federated Learning M Costantini, G Neglia, T Spyropoulos arXiv preprint arXiv:2306.06715, 2023	1	2023
Pick your neighbor: Local Gauss-Southwell rule for fast asynchronous decentralized optimization M Costantini, N Liakopoulos, P Mertikopoulos, T Spyropoulos 2022 IEEE 61st Conference on Decision and Control (CDC), 1602-1609, 2022	1	2022
Design and Training of Binary Neurons and Binary Neural Networks with Error Correcting Codes JC Belfiore, G Paschos, D Tsilimantos, A Destounis, S Vassilaras, ... US Patent App. 17/659,543, 2022	1	2022
Optimization methods over networks for popular content delivery and distributed machine learning M Costantini Sorbonne Université, 2023		2023
Local volume fraction distributions of axons, astrocytes, and myelin in deep subcortical white matter lesions and normal white matter in the ageing brain S Coelho, R Highley, J Pozo, M Costantini, M Mozumder, J Simpson, ... Neuropathology and Applied Neurobiology, 2018		2018
Set-wise Coordinate Descent for Dual Asynchronous Decentralized Optimization M Costantini, N Liakopoulos, P Mertikopoulos, T Spyropoulos

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