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1 - 3 of 3 search results for Tiffany Gollinger Field |u:mlg.eng.cam.ac.uk where 0 match all words and 3 match some words.

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  2. Cambridge Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/
    13 Feb 2023: Moreover, inference in the GPCM currently requires (1) a mean-field assumption, resulting in poorly calibrated uncertainties, and (2) a tedious variational optimisation of large covariance matrices. ... In this work, we show that mean-field variational

  3. Cambridge Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/authors/
    13 Feb 2023: Thanks to the rich history of the respective mathematical fields, disparate methods with different properties have been developed for these four problem classes.

  4. Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/topics/
    13 Feb 2023: Moreover, inference in the GPCM currently requires (1) a mean-field assumption, resulting in poorly calibrated uncertainties, and (2) a tedious variational optimisation of large covariance matrices. ... is approximated by a factorized Gaussian (mean-field

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