Reliable training and estimation of variance networks

Nicki Skafte, Martin Jørgensen, Søren Hauberg

Oct-2-2025, 00:27:39 GMT–Neural Information Processing Systems

We propose and investigate new complementary methodologies for estimating predictive variance networks in regression neural networks.

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

Neural Information Processing Systems

Oct-2-2025, 00:27:39 GMT

Conferences PDF

Country:
- Asia > China (0.04)
- Europe > Denmark (0.04)
- North America
  - Canada (0.04)
  - United States
    - Illinois (0.04)
    - Wisconsin > Dane County
      - Madison (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.68)
    - Neural Networks (1.00)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.46)

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