Cargando…

Environmental Adaptation and Differential Replication in Machine Learning

When deployed in the wild, machine learning models are usually confronted with an environment that imposes severe constraints. As this environment evolves, so do these constraints. As a result, the feasible set of solutions for the considered need is prone to change in time. We refer to this problem...

Descripción completa

Detalles Bibliográficos
Autores principales: Unceta, Irene, Nin, Jordi, Pujol, Oriol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597251/
https://www.ncbi.nlm.nih.gov/pubmed/33286891
http://dx.doi.org/10.3390/e22101122