A GPU-accelerated Approximate Algorithm for Incremental Learning of Gaussian Mixture Model.

Chunlei Chen Dejun Mu Huixiang Zhang Bo Hong

Published in: IPDPS Workshops (2012)

Keyphrases

incremental learning
gpu accelerated
gaussian mixture model
expectation maximization
incremental learning algorithm
em algorithm
dynamic programming
learning algorithm
feature vectors
k means
probabilistic model
moving objects
decision trees
real time
high dimensional
pairwise
convergence rate
batch mode
data sets