Global Convergence of Stochastic Gradient Descent for Some Nonconvex Matrix Problems.

Christopher De Sa Kunle Olukotun Christopher Ré

Published in: CoRR (2014)

Keyphrases

global convergence
stochastic gradient descent
optimization problems
global optimum
convergence rate
convergence analysis
convergence speed
optimization methods
convex optimization
objective function
metaheuristic
loss function
random forest
semi supervised learning
least squares
cost function
genetic algorithm