Approximation with random bases: Pro et Contra

2015/09/26 by Alexander N. Gorban, Ivan Tyukin, Ivan Yu. Tyukin +4 · 1 citation
Computer Science · Physics and Astronomy · #Machine Learning and Algorithms #Model Reduction and Neural Networks #Neural Networks and Applications

paper · doi:10.1016/j.ins.2015.09.021

openalex publication_date 2015/09/26 · crossref created 2015/09/26 · crossref issued 2016/10/01 · crossref published 2016/10/01 · crossref published-print 2016/10/01 · crossref deposited 2022/05/22 · openalex created_date 2025/10/10 · crossref indexed 2026/07/15 · openalex updated_date 2026/08/01

Citations

• Metric Structures for Riemannian and Non-Riemannian Spaces
• Stochastic choice of basis functions in adaptive function approximation and the functional-link net
• Proportional concentration phenomena on the sphere
• Approximation by superpositions of a sigmoidal function

Cited by

• Basis (linear algebra) [wikipedia]