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  1. shogun-toolbox/shogun Public

    Shōgun

    C++ 3k 1k

  2. emtiyaz/cvi Public

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

    MATLAB 20 1

  3. VB-MixEF Public

    Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"

    MATLAB 18 6

  4. iBayesLRule Public

    Code for ICML 2020 paper on “Handling the Positive-Definite Constraint in the Bayesian Learning Rule”

    C++ 8 1

  5. StructuredNGD-DL Public

    Matrix-multiplication-only KFAC; Code for ICML 2023 paper on Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning

    Python 4 1

  6. remove-the-square-root Public

    Square-root-free Adaptive Methods; Experiment code for ICML 2024 paper on Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective

    Python 3 1

101 contributions in the last year

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March 2025

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