Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation

George Papamakarios, Iain Murray

Nov-21-2025, 06:52:45 GMT–Neural Information Processing Systems

Many statistical models can be simulated forwards but have intractable likelihoods.

artificial intelligence, machine learning, posterior, (15 more...)

Neural Information Processing Systems

Nov-21-2025, 06:52:45 GMT

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Country:
- Europe > Spain > Catalonia > Barcelona Province > Barcelona (0.04)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Directed Networks
      - Bayesian Learning (0.47)
    - Neural Networks (1.00)
    - Statistical Learning (1.00)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.69)

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Fast ɛ-free Inference of Simulation Models with Bayesian Conditional Density Estimation
Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation

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