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  1. vadam vadam Public

    Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, Gal, and Srivastava

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  2. vmp-for-svae vmp-for-svae Public

    Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)

    Python 42 16

  3. cvi cvi Public

    Code for AISTATS 2017 paper on "Conjugate-Computation Variational Inference"

    MATLAB 18 1

  4. prox-grad-svi prox-grad-svi Public

    Proximal Gradient Stochastic Variational Inference Based on UAI-2016 paper by Khan, Babanezhad, Lin, Schmidt, and Sugiyama

    MATLAB 7 6

  5. VariationalApproxExample VariationalApproxExample Public

    An example of variational approximation for Gaussian process classification

    MATLAB 6 2

  6. recommendation-system-examples recommendation-system-examples Public

    MATLAB 2 6