Minimax Optimal Regret for Causal Logistic Bandits with Counterfactual Fairness

Junhyuk Huh, Seoungbin Bae, Dabeen Lee

We study causal logistic bandits with counterfactual fairness constraints. The causal structure is given through known factual and counterfactual feature maps that share an unknown…