Events
Summer 2022
A Critical Look At Some Common Trends In IML Research
Monday, August 3rd, 2020, 11:30 am–12:00 pm
Parent Program:
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.