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Been Kim: Interpretable Machine Learning
The Gradient: Perspectives on AI
The Issues That I've Seen at the Time
There's a huge study in psychology about humans, just nature of doing this. It doesn't check anything about whether it's code faithful to the model. Is it really actually what model is doing or is it what model pretends to do? Like there should be a better evaluation of different categories and that requires setting on objective functions. What are we trying to do with these methods we're inventing?
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