Variational message passing
PulseAugur coverage of Variational message passing — every cluster mentioning Variational message passing across labs, papers, and developer communities, ranked by signal.
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New active inference method enables efficient model learning for planning
Researchers have developed a new method for parameter learning in active inference, which frames perception, learning, and planning as variational inference. This approach uses an augmented generative model with epistem…
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New Information Geometry Method Enhances Variational Inference Accuracy
A new paper introduces Natural-Gradient Message Passing (NGMP), a novel variational inference technique that offers an edge-local form on Forney-style factor graphs. This method, derived from the Bethe free energy, cons…
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New method accelerates Bayesian inference on edge GPUs with up to 5x speedup
Researchers have developed a new hardware-oriented methodology to accelerate Bayesian inference on embedded GPUs, addressing the computational cost that typically hinders deployment on resource-constrained edge devices.…