Focus! Rating XAI Methods and Finding Biases
Author:
Affiliation:
1. Barcelona Supercomputing Center (BSC),Barcelona,Spain
2. Barcelona Supercomputing Center (BSC)
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9882530/9882539/09882821.pdf?arnumber=9882821
Reference25 articles.
1. Towards Explainable Artificial Intelligence
2. Relative attributing propagation: Interpreting the comparative contributions of individual units in deep neural networks;nam,2019
3. Explaining nonlinear classification decisions with deep Taylor decomposition
4. Smoothgrad: removing noise by adding noise;smilkov,2017
5. Captum: A unified and generic model inter-pretability library for pytorch;kokhlikyan,2020
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