poitrenaud@alien.topB to Machine Learning@academy.gardenEnglish · 1 year ago[D] What are people working on when they say they work on Causal ML?message-squaremessage-square26fedilinkarrow-up11arrow-down10file-text
arrow-up11arrow-down1message-square[D] What are people working on when they say they work on Causal ML?poitrenaud@alien.topB to Machine Learning@academy.gardenEnglish · 1 year agomessage-square26fedilinkfile-text
minus-squareCherubin0@alien.topBlinkfedilinkEnglisharrow-up1·1 year agoYou cannot find the causality without the agent manipulating the environment. Getting causality from observational data alone is impossible.
minus-squarepoitrenaud@alien.topOPBlinkfedilinkEnglisharrow-up1·1 year agoYou can according to Pearl :)
minus-squarerelevantmeemayhere@alien.topBlinkfedilinkEnglisharrow-up1·1 year agoI don’t think I’ve seen pearl say something like that https://stats.stackexchange.com/questions/384330/is-causal-inference-only-from-data-possible. Here’s a post about why casual effects from data alone are not possible
You cannot find the causality without the agent manipulating the environment. Getting causality from observational data alone is impossible.
You can according to Pearl :)
I don’t think I’ve seen pearl say something like that
https://stats.stackexchange.com/questions/384330/is-causal-inference-only-from-data-possible. Here’s a post about why casual effects from data alone are not possible