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DSpaceUnipr
DSpaceUnipr is the institutional repository of the University of Parma. Its aim is to give visibility to the University's scholarly content and learning material.
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Tesi di dottorato e di master
Matematica. Tesi di dottorato
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Issue Date
Title
Author(s)
Type
2023
Swarm and consensus based methods for global optimization: mean-field convergence and applications to machine learning
Pareschi, Lorenzo
;
Grassi, Sara
Doctoral thesis
2024
Learning Variational Models via Bilevel Optimization and Unfolded Algorithms
Bonettini, Silvia
;
Prato, Marco
;
Franchini, Giorgia
;
Pezzi, Danilo
Doctoral thesis
2024
Mean-field theory for consensus-based optimization and extensions to constrained and multi-objective problems
Herty, Michael
;
Pareschi, Lorenzo
;
Borghi, Giacomo
Doctoral thesis
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Author
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Borghi, Giacomo
1
Grassi, Sara
1
Pezzi, Danilo
Subject
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Algorithm Unfolding
1
Bilevel Optimization
1
Consensus-based optimization
1
Global Optimization
1
Green AI
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Linear Inverse Problems
1
Machine learning
1
Mean-field limit
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Memory effects
1
Particle swarm optimization
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Date issued
2
2024
1
2023