Zobrazeno 1 - 6
of 6
pro vyhledávání: '"68T05, 62G08"'
Autor:
Maturo, Fabrizio, Porreca, Annamaria
The positioning of this research falls within the scalar-on-function classification literature, a field of significant interest across various domains, particularly in statistics, mathematics, and computer science. This study introduces an advanced m
Externí odkaz:
http://arxiv.org/abs/2409.17804
This paper studies a Nystr\"om type subsampling approach to large kernel learning methods in the misspecified case, where the target function is not assumed to belong to the reproducing kernel Hilbert space generated by the underlying kernel. This ca
Externí odkaz:
http://arxiv.org/abs/1806.00826
Autor:
Hang, H., Steinwart, I.
We establish a Bernstein-type inequality for a class of stochastic processes that include the classical geometrically $\phi$-mixing processes, Rio's generalization of these processes, as well as many time-discrete dynamical systems. Modulo a logarith
Externí odkaz:
http://arxiv.org/abs/1501.03059
We develop an approach for feature elimination in statistical learning with kernel machines, based on recursive elimination of features.We present theoretical properties of this method and show that it is uniformly consistent in finding the correct f
Externí odkaz:
http://arxiv.org/abs/1304.5245
Publikováno v:
Ann. Statist. 47, no. 1 (2019), 497-526
We develop an approach for feature elimination in statistical learning with kernel machines, based on recursive elimination of features.We present theoretical properties of this method and show that it is uniformly consistent in finding the correct f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a2f452173e4b6627b86ece3486311bb1
https://europepmc.org/articles/PMC6294291/
https://europepmc.org/articles/PMC6294291/
Autor:
Ingo Steinwart, Hanyuan Hang
Publikováno v:
Ann. Statist. 45, no. 2 (2017), 708-743
We establish a Bernstein-type inequality for a class of stochastic processes that includes the classical geometrically $\phi$-mixing processes, Rio’s generalization of these processes and many time-discrete dynamical systems. Modulo a logarithmic f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e6ffd784ce27b230bcad77e1c5e3fc17
http://projecteuclid.org/euclid.aos/1494921955
http://projecteuclid.org/euclid.aos/1494921955