Domain Counterfactuals for Trustworthy ML via Sparse Interventions | David I. Inouye
Halıcıoğlu Data Science Institute (HDSI), Room 404 3234 Matthews Ln, La JollaTalk Abstract: Although incorporating causal concepts into deep learning shows promise for increasing explainability, fairness, and robustness, existing methods require unrealistic assumptions and aim to recover the full latent causal […]