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SSGD: Sparsity-Promoting Stochastic Gradient Descent Algorithm for Unbiased Dnn Pruning.
Ching Hua Lee
Igor Fedorov
Bhaskar D. Rao
Harinath Garudadri
Published in:
ICASSP (2020)
Keyphrases
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stochastic gradient descent
optimal solution
np hard
optimization algorithm
learning algorithm
similarity measure
cost function
probabilistic model
monte carlo
step size
high dimensional
upper bound
closed form
convergence rate
training process
importance sampling