Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning

Deniz Koyuncu, Alex Gittens, Bülent Yener +1

Inference of causal structures from observational data is a key component of causal machine learning; in practice, this data may be incompletely observed. Prior work has demonstrat…