Fast and strong convergence of online learning algorithms - Guo, Zheng-Chu; Shi, Lei (Advances in computational mathematics, 2019)
Keywords: Algorithms; Computational mathematics; Computational Mathematics and Numerical Analysis; Computational Science and Engineering; Convergence; Distance learning; Fine structure; Hilbert space; Learning theory; Machine learning; Mathematical and Computational Biology; Mathematical Modeling and Industrial Mathematics; Mathematics; Mathematics and Statistics; Regularization; Visualization; 62J02; Strong convergence in an RKHS; 68T05; Learning theory; Online learning; 68Q32; 62L20; Capacity dependent error analysis