Single-Model Uncertainties for Deep Learning

Natasa Tagasovska, David Lopez-Paz

Oct-3-2025, 00:12:51 GMT–Neural Information Processing Systems

These certificates map out-of-distribution examples to non-zero values, signaling epistemic uncertainty.

artificial intelligence, epistemic uncertainty, machine learning, (18 more...)

Neural Information Processing Systems

Oct-3-2025, 00:12:51 GMT

Conferences PDF

Country:
- Europe (0.93)

Genre:
- Overview (0.46)

Industry:
- Information Technology > Security & Privacy (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Representation & Reasoning (1.00)
  - Machine Learning
    - Statistical Learning (1.00)
    - Neural Networks > Deep Learning (1.00)
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.46)

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