Stochastic Gradient Descent, Weighted Sampling, and the Randomized Kaczmarz algorithm.

Deanna Needell Rachel Ward Nathan Srebro

Published in: NIPS (2014)

Keyphrases

search space
optimal solution
state space
monte carlo
learning algorithm
similarity measure
evolutionary algorithm
np hard
optimization algorithm
kalman filter
stochastic gradient descent