An Explicit Convergence Rate for Nesterov's Method from SDP.

Sam Safavi Bikash Joshi Guilherme França José Bento

Published in: CoRR (2018)

Keyphrases

convergence rate
cost function
optimization algorithm
optimization method
step size
gradient method
numerical stability
significant improvement
learning algorithm
dynamic programming
linear programming
distance metric
learning rate
stability analysis