Great read! It seems like Mandoline is an absolute improvement on top of Importance Weighting, albeit more complicated. Are there scenarios where Importance Weighting might work better?
Thanks Danny! Yes, that's my impression as well. The most obvious advantages to Importance Weighting is that it's more intuitive and easier to implement. But I still need to experiment with Mandoline to get a better grasp of the main differences between each other.
Great read! It seems like Mandoline is an absolute improvement on top of Importance Weighting, albeit more complicated. Are there scenarios where Importance Weighting might work better?
Thanks Danny! Yes, that's my impression as well. The most obvious advantages to Importance Weighting is that it's more intuitive and easier to implement. But I still need to experiment with Mandoline to get a better grasp of the main differences between each other.
Looking forward to your analysis!