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Optimization Algorithms for Deep-NNs

This repository contains Pytorch optim wrapper code to implement Optimization algorithms like

  • Stochastic Mirror Descent
  • Proximal Stochastic Mirror Descent
  • Nesterov Accelerated Stochastic Mirror Descent

for optimizing deep neural networks under various types of regularization

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Proximal and Stochastic Mirror Descent and their Nesterov accelerated versions for effective training of Deep NNs

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