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Kernel Methods Courses

機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera
Utilisez des modèles supervisés non linéaires
CentraleSupélec via OpenClassrooms
Statistical Machine Learning
Eberhard Karls University of Tübingen via YouTube
Interplay of Linear Algebra, Machine Learning, and HPC - JuliaCon 2021 Keynote
The Julia Programming Language via YouTube
Interpolation and Learning With Scale Dependent Kernels
MITCBMM via YouTube
Fit Without Fear - An Over-Fitting Perspective on Modern Deep and Shallow Learning
MITCBMM via YouTube
Prof. Lorenzo Rosasco- Multiple Kernel Learning
MITCBMM via YouTube
On the Connection Between Neural Networks and Kernels: A Modern Perspective - Simon Du
Institute for Advanced Study via YouTube
Successes and Challenges in Neural Models for Speech and Language - Michael Collins
Institute for Advanced Study via YouTube
The Mother of All Representer Theorems for Inverse Problems and Machine Learning - Michael Unser
Alan Turing Institute via YouTube
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