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ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison

EliaFantini / ZO-AdaMM-vs-FO-AdaMM-convergence-and-minima-shape-comparison

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Implementation and comparison of zero order vs first order method on the AdaMM (aka AMSGrad) optimizer: analysis of convergence rates and minima shape

python machine-learning deep-learning pytorch cosine-similarity t-sne optimization-algorithms first-order-methods amsgrad optimizers convergence-analysis convergence-rate cnn-filters zero-order-methods zero-order-adammm first-order-adamm minima-analysis zo-sgd
  • Updated Sep 25, 2022
  • Jupyter Notebook

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