A Simple Baseline for Bayesian Uncertainty in Deep Learning

Wesley J. Maddox, Pavel Izmailov, Timur Garipov, Dmitry P. Vetrov, Andrew Gordon Wilson

Feb-11-2026, 12:26:10 GMT–Neural Information Processing Systems

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international conference, neural network, sw ag, (12 more...)

Neural Information Processing Systems

Feb-11-2026, 12:26:10 GMT

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Country:
- North America > Canada (0.04)
- Europe
  - Russia > Central Federal District
    - Moscow Oblast > Moscow (0.04)
  - Germany > North Rhine-Westphalia
    - Cologne Region > Bonn (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (1.00)
  - Machine Learning
    - Neural Networks > Deep Learning (1.00)
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.95)

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A Simple Baseline for Bayesian Uncertainty in Deep Learning

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