Label-Free-XAI
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JonathanCrabbe
This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For more details, please read our ICML 2022 paper: 'Label-Free Expla...
Hello, I am trying to understand the auxiliary function trick for importance scores linear wrt the black-box model. [In the paper](https://arxiv.org/pdf/2203.01928.pdf) it boils down to this: $$b_i(f,x) \equiv a_i(g_x,x)$$ $$g_x...
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This repository contains the implementation of Label-Free XAI, a new framework to adapt explanation methods to unsupervised models. For more details, please read our ICML 2022 paper: 'Label-Free Expla...