Search Results - "Fodor, Lidija"

Performance evaluation and analysis of distributed multi-agent optimization algorithms with sparsified directed communication by Fodor, Lidija, Jakovetić, Dušan, Krejić, Nataša, Jerinkić, Nataša Krklec, Škrbić, Srđan

“…There has been significant interest in distributed optimization algorithms, motivated by applications in Big Data analytics, smart grid, vehicle networks, etc…”
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A parallel ADMM-based convex clustering method by Fodor, Lidija, Jakovetić, Dušan, Boberić Krstićev, Danijela, Škrbić, Srđan

“…Convex clustering has received recently an increased interest as a valuable method for unsupervised learning. Unlike conventional clustering methods such as…”
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Parallel Inexact Levenberg-Marquardt Method for Nearly-Separable Nonlinear Least Squares by Fodor, Lidija, Jakovetic, Dusan, Krejic, Natasa, Malaspina, Greta

“…Motivated by localization problems such as cadastral maps refinements, we consider a generic Nonlinear Least Squares (NLS) problem of minimizing an aggregate…”
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Towards Specification of a Software Architecture for Cross-Sectoral Big Data Applications by Arapakis, Ioannis, Becerra, Yolanda, Boehm, Omer, Bravos, George, Chatzigiannakis, Vassilis, Cugnasco, Cesare, Demetriou, Giorgos, Eleftheriou, Iliada, Etienne Mascolo, Julien, Fodor, Lidija, Ioannidis, Sotiris, Jakovetic, Dusan, Kallipolitis, Leonidas, Kavakli, Evangelia, Kopanaki, Despina, Kourtellis, Nicolas, Maawad Marcos, Mario, Martin de Pozuelo, Ramon, Milosevic, Nemanja, Morandi, Giuditta, Pages Montanera, Enric, Ristow, Gerald, Sakellariou, Rizos, Sirvent, Raul, Skrbic, Srdjan, Spais, Ilias, Vasiliadis, Giorgos, Vinov, Michael

“…The proliferation of Big Data applications puts pressure on improving and optimizing the handling of diverse datasets across different domains. Among several…”
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