PAC-Bayesian Theory Meets Bayesian Inference

Pascal Germain, Francis Bach, Alexandre Lacoste, Simon Lacoste-Julien

Nov-21-2025, 07:42:08 GMT–Neural Information Processing Systems

This provides an alternative explanation to the Bayesian Occam's razor criteria, under the assumption that the data

artificial intelligence, bayesian inference, machine learning, (18 more...)

Neural Information Processing Systems

Nov-21-2025, 07:42:08 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Learning Graphical Models
    - Directed Networks > Bayesian Learning (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (1.00)

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PAC-Bayesian Theory Meets Bayesian Inference
PAC-Bayesian Theory Meets Bayesian Inference Pascal Germain Francis Bach

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