Leveraging the Exact Likelihood of Deep Latent Variable Models

Pierre-Alexandre Mattei, Jes Frellsen

Nov-20-2025, 14:03:36 GMT–Neural Information Processing Systems

The purpose of this work is to study the general properties of this quantity and to show how they can be leveraged in practice.

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

Neural Information Processing Systems

Nov-20-2025, 14:03:36 GMT

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Country:
- Europe > Denmark
  - Capital Region > Copenhagen (0.04)
- North America > Canada
  - Quebec > Montreal (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.32)
    - Neural Networks > Deep Learning (0.94)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty (0.97)

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Leveraging the Exact Likelihood of Deep Latent Variable Models
Leveraging the Exact Likelihood of Deep Latent Variable Models

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