Tag archive: Causal Inference
Apr 20, 2023
Answering counterfactual “what-if” questions in a trustworthy and efficient manner
Answering causal questions with machine learning algorithms is a challenging yet critical task. While it is...
Apr 6, 2023
Estimating long-term effects when only short-run experiments are available
Quantifying cause and effect relationships is of fundamental importance in many fields, from medicine to...
Nov 24, 2022
Can we correctly attribute changes among many possible causes when unobserved confounders are present?
There are many A/B tests we might like to run, but which are too technically challenging, risky in terms of...