Md. Asif Uddin

Chapter VIII

Causal ML

Where machine learning meets the do-operator.

What this chapter covers

  • Heterogeneous treatment effects
  • Causal forests
  • Representation learning
  • Neural causal models
  • Causal discovery

Propositions

Not yet written. The topics above are the plan for this chapter; each will become a proposition with its own figure.