A Neural Framework for Causal Sensitivity Analysis with Guaranteed Bounds under Various Sensitivity Models

NEURALCSA, a neural framework for causal sensitivity analysis, can learn valid bounds on causal queries under a wide range of sensitivity models, treatment types, and causal queries, including multiple outcomes.