Construct · 1 fields · 1 citations

integrated gradients: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

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Explainable artificial intelligence

attributing a prediction to input features by integrating the model's gradients along a straight path from a baseline input to the actual input.

In explainable artificial intelligence, integrated gradients refers to attributing a prediction to input features by integrating the model's gradients along a straight path from a baseline input to the actual input. This meaning comes from Sundararajan (2017) in arXiv.[1]

Unit
Recovery means
Measured by

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Nearby constructs

baseline2 fields · 2 citationsjingle · one word, two constructs explainable artificial intelligence1 fields · 1 citationsanchor · a standalone construct intelligence6 fields · 14 citationsjingle · one name, six constructs

References

Sundararajan, M., Taly, A., & Yan, Q. (2017). Axiomatic Attribution for Deep Networks. arXiv. https://doi.org/10.48550/arxiv.1703.01365

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