The Cost of Understanding - XAI Algorithms towards Sustainable ML in the View of Computational Cost.
Claire Jean-QuartierKatharina BeinLukas HejnyEdith HoferAndreas HolzingerFleur JeanquartierPublished in: Comput. (2023)
Keyphrases
- computational cost
- computational complexity
- times faster
- learning algorithm
- optimization problems
- computer vision
- database systems
- computational effort
- worst case
- computationally efficient
- orders of magnitude
- high cost
- computationally expensive
- computational efficiency
- classification algorithm
- constraint satisfaction problems
- maximum likelihood
- management system
- significant improvement