AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference.
Xin HeLiu KeWenyan LuGuihai YanXuan ZhangPublished in: ISLPED (2018)
Keyphrases
- approximate inference
- neural network training
- graphical models
- belief propagation
- training algorithm
- neural network
- probabilistic inference
- exact inference
- gaussian process
- parameter estimation
- bayesian networks
- message passing
- latent variables
- optimization method
- conditional random fields
- markov random field
- least squares
- stereo matching
- particle swarm optimisation
- machine learning