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Direct Message Approximation

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04:00

2026-09-25

machinebrief.com

machine-learning

Direct Message Approximation (DMA): A Consistency-Based Framework for Tractable Approximate Inference on Factor Graphs

Researchers introduced Direct Message Approximation (DMA), a consistency-based framework that approximates factor-to-variable messages directly on factor graphs rather than approximating marginals as …

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expectation propagation 1 variational message passing 1 Bayesian neural network 1 leaky-ReLU 1 arXiv 1

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