Article Source

• Causality and (Graph) Neural Networks

Causality and (Graph) Neural Networks

Resources/Papers

• Causality Introduction:
  • ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus
  • Structural Causal Models
  • Causality: An Introduction
  • Causal inference – a new idea to solve the fairness of recommendation system
  • Causality Basics
• Causal Discovery:
  • Causal Discovery
• Books (these are affiliate links):
  • Book of Why: The Book of Why: The New Science of Cause and Effect
  • Causal Inference: Causal Inference in Statistics: A Primer