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11/03/2022
A Consistent Estimator for Confounding Strength
Regression on observational data can fail to capture a causal relationsh...
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03/07/2022
Discovering Inductive Bias with Gibbs Priors: A Diagnostic Tool for Approximate Bayesian Inference
Full Bayesian posteriors are rarely analytically tractable, which is why...
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02/18/2022
Interpolation and Regularization for Causal Learning
We study the problem of learning causal models from observational data t...
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06/25/2020