The Cost of Understanding—XAI Algorithms towards Sustainable ML in the View of Computational Cost

In response to socioeconomic development, the number of machine learning applications has increased, along with the calls for algorithmic transparency and further sustainability in terms of energy efficient technologies. Modern computer algorithms that process large amounts of information, particula...

Full description

Bibliographic Details
Main Authors: Claire Jean-Quartier, Katharina Bein, Lukas Hejny, Edith Hofer, Andreas Holzinger, Fleur Jeanquartier
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/11/5/92