Open AccessFine-grained Generalization Analysis of Vector-Valued Learning
Author(s) -
Liang Wu,
Antoine Ledent,
Yunwen Lei,
Marius Kloft
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i12.17238
Subject(s) - empirical risk minimization , statistical learning theory , reproducing kernel hilbert space , mathematics , generalization , regularization (linguistics) , logarithm , mathematical optimization , stochastic gradient descent , computer science , vc dimension , dimension (graph theory) , smoothness , hilbert space , artificial intelligence , support vector machine , artificial neural network , combinatorics , pure mathematics , mathematical analysis