Tag archive: Causal Inference

sticky
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...
Artificial IntelligenceCausal Inference
sticky
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...
Artificial IntelligenceCausal Inference
sticky
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...
Artificial IntelligenceCausal Inference
Causal Inference Archives | Spotify Research