Gazing into Clever Hans machines

Gazing into Clever Hans machines

Humans infer much of the intentions of others by just looking at their gaze. Similarly, we want to understand how machine learning systems solve a problem. New tools are developed to find out what strategies a learning machine is using, such as what it is paying attention to when classifying images.

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Bibliographische Detailangaben
Veröffentlicht in:Nature machine intelligence 2019-04, Vol.1 (4), p.172-173
1. Verfasser: Hernández-Orallo, José
Format: Artikel
Sprache:eng
Schlagworte:
639/705
639/705/117
Artificial intelligence
Engineering
Image classification
Machine learning
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Beschreibung
Zusammenfassung:Humans infer much of the intentions of others by just looking at their gaze. Similarly, we want to understand how machine learning systems solve a problem. New tools are developed to find out what strategies a learning machine is using, such as what it is paying attention to when classifying images.
ISSN:2522-5839
2522-5839
DOI:10.1038/s42256-019-0032-5