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

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