Author

André F. T. Martins

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#machine learning Preprint Feb 2025

The Fenchel-Young Generalization of Bayesian Principles

A new FY generalization of expectation maximization (EM), which recovers classical and Hard EM, and amortized versions, and a new FY generalization of conjugacy, defined as closure of prior-potential families that are affine under translation by the loss.

Sophia Sklaviadis, Thomas Moellenhoff, Emtiyaz Khan et al. · 1 citation