Stochastic Gradient MCMC with Stale Gradients.
Changyou ChenNan DingChunyuan LiYizhe ZhangLawrence CarinPublished in: NIPS (2016)
Keyphrases
- stochastic gradient
- markov chain monte carlo
- markov chain
- monte carlo
- stochastic gradient descent
- grassmann manifold
- nearest neighbor classifier
- step size
- data association
- posterior distribution
- particle filtering
- posterior probability
- approximate inference
- convergence speed
- least squares
- bayesian inference
- image sequences
- differential evolution
- pairwise