Unit:
Κατεύθυνση Εφαρμοσμένα ΜαθηματικάLibrary of the School of Science
Supervisors info:
Ευαγγελάτου-Δάλλα Λεώνη Αναπληρώτρια Καθηγήτρια
Original Title:
Εφαρμογές των Reproducing Kernel Hilbert Spaces στη Μηχανική Μάθηση και Υλοποίηση Αλγορίθμων
Translated title:
Applications of Reproducing Kernel Hilbert Spaces in Machine Learning and Several Algorithms
Summary:
Brief reference of the characteristics of Reproducing Kernel Hilbert Spaces.
Application of this theory in various algorithms (Kernel LMS, Kernel RLS) using
the kernel trick. Presentation of the results of several experiments.
Keywords:
Reproducing Kernel Hilbert Spaces, Machine Learning, Kernel trick, Kernel Least Mean Squares Algorithm, Kernel Recursive Least Squares Algorithm
