Causal Inference, Machine Learning, Domain Adaptation, Reinforcement Learning.
do-calculus (Source: Judea Pearl) The problem with machine learning In its most common form, machine learning operates by exploring data and identifying patterns. Note that I say identifying patterns — it’s merely identifying correlations in data. Compare the relationship between a higher murder