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__mantissa__ t1_iu806a9 wrote

I work studying the viability of deep learning in a specific scientific field in which is quite important to assess why the model reach certain prediction. This is why we started using these tools, even developing new metrics based on them.

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DigThatData t1_iu9ppwr wrote

have you played with any techniques from causal inference, like counterfactual explanations?

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__mantissa__ t1_iuh7h76 wrote

> counterfactual explanations

I have not yet explored any causal inference technique but it is a nice path to to consider for future research directions. Could you recommend me any book/survey to read as introduction to this field?

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