Fast variational learning in state-space Gaussian process models

Ғылым және технология

Video presentation for the paper: Paul E. Chang, William J. Wilkinson, Mohammad Emtiyaz Khan, and Arno Solin (2020). Fast variational learning in state-space Gaussian process models. In IEEE International Workshop on Machine Learning for Signal Processing (MLSP).
Pre-print available on arXiv: arxiv.org/abs/2007.05994

Пікірлер: 1

  • @matej6418
    @matej641810 ай бұрын

    How does online inference step work then? Say I observe additional accidents in coal or airlines, but there is no time to retrain the GP. Do I simply add observations to GP data and then predict for unseen steps?

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