Events
Summer 2022

A Critical Look At Some Common Trends In IML Research

Monday, August 3rd, 2020, 11:30 am12:00 pm

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Speaker: 

Shai Ben-David (University of Waterloo)

Location: 

Zoom

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.

To register for this event and receive the Zoom link, please email organizers Shai Ben-David or Ruth Urner.