Maximilian Ilse, P. Forré, Max Welling et al.
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Maximilian Ilse, P. Forré, Max Welling et al.
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A novel causal reduction method is proposed that replaces an arbitrary number of possibly high-dimensional latent confounders with a single latent confounder that lives in the same space as the treatment variable without changing the observational and interventional distributions entailed by the causal model.
Maximilian Ilse, P. Forré, Max Welling et al.
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