Post-graduate theses
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Identifier | 000451423 | ||||||
Title | Τεχνικές βελτιστοποίησης με εφαρμογές στη μηχανική μάθηση | ||||||
Alternative Title | Optimization techniques with applications to machine learning | ||||||
Author | Αργυροπούλου, Κωνσταντίνα-Μαρία | ||||||
Thesis advisor | Πλεξουσάκης, Μιχαήλ | ||||||
Reviewer |
Κατσαούνης, Θεόδωρος
Χατζηπαντελίδης, Παναγιώτης |
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Abstract |
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Language | Greek, English | ||||||
Subject | Artificial neural networks | ||||||
Back propagation | |||||||
Backtracking line search | |||||||
Broydens method | |||||||
Nelder-mead method | |||||||
Steepest descent method | |||||||
Stochastic gradient descent | |||||||
Μέθοδος απότομης καθόδου | |||||||
Μέθοδος γραμμικής αναζήτησης με οπισθοχώρηση | |||||||
Στοχαστική μέθοδος απότομης καθόδου | |||||||
Τεχνητά νευρωνικά δίκτυα | |||||||
Issue date | 2022-11-18 | ||||||
Collection | School/Department--School of Sciences and Engineering--Department of Mathematics and Applied Mathematics--Post-graduate theses | ||||||
Type of Work--Post-graduate theses | |||||||
Permanent Link | https://elocus.lib.uoc.gr//dlib/9/f/2/metadata-dlib-1669204098-626069-4458.tkl | ||||||
Views | 346 |
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