Open Access
Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding
Author(s) -
François Bachoc,
Alexandra Suvorikova,
David Ginsbourger,
Jean-Michel Loubès,
Vladimir Spokoiny
Publication year - 2020
Publication title -
electronic journal of statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.482
H-Index - 54
ISSN - 1935-7524
DOI - 10.1214/20-ejs1725
Subject(s) - mathematics , hilbert space , gaussian , reproducing kernel hilbert space , embedding , positive definite matrix , consistency (knowledge bases) , set (abstract data type) , characterization (materials science) , gaussian process , pure mathematics , mathematical optimization , discrete mathematics , artificial intelligence , computer science , physics , quantum mechanics , eigenvalues and eigenvectors , materials science , programming language , nanotechnology