🏢 London School of Economics
Causal Dependence Plots
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AI Theory
Interpretability
🏢 London School of Economics
Causal Dependence Plots (CDPs) visualize how machine learning model predictions causally depend on input features, overcoming limitations of existing methods that ignore causal relationships.