Why Causation Matters: Stanford’s Second Colloquium on Machine Learning and Causal Inference

Jennifer Hill, Susan Athey, Maria Glymour, Jennifer Ahern, Daniel Ho, Guido Imbens, Kristian Lum, Nigam Shah, Maya Petersen

 

 

Why Causation Matters – Welcome

 

 

Why Causation Matters – Jennifer Hill

 

 

Why Causation Matters – Heterogeneity-Estimation

 

 

Why Causation Matters – Prediction-Fairness

 

 

Why Causation Matters – Design