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Description
Note: The event time listed is set to Pacific Time.
I wish to stimulate a critical discussion of some popular trends in IML publications. Topics I would like to address include:
1) Accuracy interpretability tradeoffs for ML class predictors.
2) Causality as interpretation and counterfactual analysis as causality.
3) Heat maps (and saliency masks) as interpretations for DNNs.
4) Interpreting image-interpretations beyond object recognition.
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