Caricamento...

Doubly Stochastic Normalization of the Gaussian Kernel Is Robust to Heteroskedastic Noise

A fundamental step in many data-analysis techniques is the construction of an affinity matrix describing similarities between data points. When the data points reside in Euclidean space, a widespread approach is to from an affinity matrix by the Gaussian kernel with pairwise distances, and to follow...

Descrizione completa

Salvato in:
Dettagli Bibliografici
Pubblicato in:SIAM J Math Data Sci
Autori principali: Landa, Boris, Coifman, Ronald R., Kluger, Yuval
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2021
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8194191/
https://ncbi.nlm.nih.gov/pubmed/34124607
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/20M1342124
Tags: Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne! !