grey-box techniques

Terms from Artificial Intelligence: humans at the heart of algorithms

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Grey-box techniques for explainble AI make some use of the internal structure of a complex machine learning model, such as deep neural network. They choose an internal layer and then perform some analysis of the layer itself or apply black-box techniques to the parts of the network that lie either side of the layer.

Defined on pages 523, 526

Used on Chap. 21: pages 523, 526, 529

Grey-box techniques prising open the black-box at an internal layer