Tag: cb
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Coupling Generative Modeling and an Autoencoder with the Causal Bridge
Coupling Generative Modeling and an Autoencoder with the Causal Bridge arXiv:2509.25599v1 Announce Type: new Abstract: We consider inferring the causal effect of a treatment (intervention) on an outcome of interest in situations where there is potentially an unobserved confounder influencing both the treatment and the outcome. This is achievable by assuming access to two separate…
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High-dimensional ridge regression with random features for non-identically distributed data with a variance profile
High-dimensional ridge regression with random features for non-identically distributed data with a variance profile arXiv:2504.03035v1 Announce Type: new Abstract: The behavior of the random feature model in the high-dimensional regression framework has become a popular issue of interest in the machine learning literature}. This model is generally considered for feature vectors $x_i = Sigma^{1/2} x_i’$,…