Parallel sequential Monte Carlo for stochastic gradient-free nonconvex optimization.

Ömer Deniz Akyildiz Dan Crisan Joaquín Míguez

Published in: Stat. Comput. (2020)

Keyphrases

stochastic gradient
sequential monte carlo
stochastic gradient descent
global optimization
nearest neighbor classifier
particle filter
visual tracking
objective function
training set
particle filtering
machine learning
computer vision