OntheExpressivenessofApproximateInferencein BayesianNeuralNetworks

Feb-9-2026, 23:43:40 GMT–Neural Information Processing Systems

Weprovidestrong empirical evidence thatexactinference does not have this pathology, hence it is due to the approximation and not the model.

artificial intelligence, inference, machine learning, (16 more...)

Neural Information Processing Systems

Feb-9-2026, 23:43:40 GMT

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Country:
- North America > Canada > British Columbia > Metro Vancouver Regional District > Vancouver (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Neural Networks (0.70)
    - Statistical Learning (0.46)
  - Representation & Reasoning > Uncertainty (0.69)

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On the Expressiveness of Approximate Inference in Bayesian Neural Networks

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