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Zhuo-Lin Fu

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#machine learning Preprint Oct 2026

Neural expectation-maximization and meta-models

We interpret Transformer networks as learned approximations to a hybrid probabilistic-inference procedure that combines max-product Loopy Belief Propagation (LBP) with Expectation--Maximization (EM). In this view, a Transformer performs inference in partially observed Markov Random Fields (MRFs) whose structure and par...

Zhuo-Lin Fu · 0 citations

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