Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects

Author:

Barcina-Blanco MarcosORCID,Lobo Jesus L.ORCID,Garcia-Bringas PabloORCID,Del Ser JavierORCID

Funder

Basque Government

Publisher

Elsevier BV

Reference271 articles.

1. General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance;Triguero;Inf. Fusion,2024

2. Open-environment machine learning;Zhou;Natl. Sci. Rev.,2022

3. A definition of open-ended learning problems for goal-conditioned agents;Sigaud,2023

4. Recent advances in open set recognition: A survey;Geng;IEEE Trans. Pattern Anal. Mach. Intell.,2020

5. A Survey on Open Set Recognition;Mahdavi,2021

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