https://www.inference.vc/causal-inference-3-counterfactuals/
Counterfactuals are weird. I wasn't going to talk about them in my MLSS lectures on Causal Inference, mainly because wasn't sure I fully understood...
causal inferencecounterfactuals
https://sites.google.com/view/counterfactuals-icml/schedule
Participation in the workshop requires a registration for the ICML 2023 conference through icml.cc. To attend the workshop, please visit the official website....
counterfactualsmindsmachinesschedule
https://openreview.net/forum?id=f6GVzoTLez&referrer=%5Bthe%20profile%20of%20Raghav%20Mehta%5D(%2Fprofile%3Fid%3D~Raghav_Mehta1)
Deep learning models can perform well in complex medical imaging classification tasks, even when basing their conclusions on spurious correlations (i.e....
in thespurious correlationsdebiasingcounterfactualspresence
https://deepai.org/publication/keep-your-friends-close-and-your-counterfactuals-closer-improved-learning-from-closest-rather-than-plausible-counterfactual-explanations-in-an-abstract-setting
05/11/22 - Counterfactual explanations (CFEs) highlight what changes to a model's input would have changed its prediction in a particular way...
keepfriendsclosecounterfactualsimproved