Author

Hector Rodriguez-Deniz

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#machine learning Preprint Sep 2026

Exponential Family Synthetic Controls

We develop exponential family synthetic controls (EFSC), a distributional version of synthetic controls for a panel of datasets. Each cell of the panel corresponds to a dataset drawn from an exponential family whose natural parameters factorize probabilistically across units and times. We estimate the latent factors us...

Hector Rodriguez-Deniz, David M. Blei · 0 citations