Cargando…

Online Algorithms for Multiclass Classification Using Partial Labels

In this paper, we propose online algorithms for multiclass classification using partial labels. We propose two variants of Perceptron called Avg Perceptron and Max Perceptron to deal with the partially labeled data. We also propose Avg Pegasos and Max Pegasos, which are extensions of the Pegasos alg...

Descripción completa

Detalles Bibliográficos
Autores principales: Bhattacharjee, Rajarshi, Manwani, Naresh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206293/
http://dx.doi.org/10.1007/978-3-030-47426-3_20