Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC

Roger Frigola, Fredrik Lindsten, Thomas B. Schön, Carl Edward Rasmussen

Oct-3-2025, 08:14:08 GMT–Neural Information Processing Systems

Neural Information Processing Systems http://nips.cc/

bayesian inference and learning, gaussian process state-space model, particle mcmc

Neural Information Processing Systems

Oct-3-2025, 08:14:08 GMT

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Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Statistical Learning (0.40)
  - Representation & Reasoning > Uncertainty
    - Bayesian Inference (0.40)

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Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC Roger Frigola 1, Thomas B. Schön 2,3 and Carl E. Rasmussen
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC

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