search

valeman / awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
Other
394 stars 34 forks source link

Conform Inference of ITE for binary outcome #11

Closed xunushan closed 2 years ago

xunushan commented 2 years ago

Hello, I am trying to estimate ITE(Individual Treatment Eeffect) interval for a bianry outcome problem using frame of comform prediction. But after serval times of online searching , I didn't find any helpful reference. So I come to ask help from you.

Thanks.

matteo-fontana commented 2 years ago

Hi xununshan. I am not aware of anyone doing this, tbh. The thing that is closer to what you are looking for is probably this https://arxiv.org/pdf/2006.06138.pdf , but the extension to the binary case should be developed from scratch. I am not an expert on this, so I cannot really comment on how hard it may be... but it seems an interesting methodological problem (if you're up to the challenge, and interested too)

valeman commented 2 years ago

Hello, I am trying to estimate ITE(Individual Treatment Eeffect) interval for a bianry outcome problem using frame of comform prediction. But after serval times of online searching , I didn't find any helpful reference. So I come to ask help from you.

Thanks.

Please use Slack for this