Decoupled Asynchronous Proximal Stochastic Gradient Descent with Variance Reduction.
Zhouyuan HuoBin GuHeng HuangPublished in: CoRR (2016)
Keyphrases
- stochastic gradient descent
- variance reduction
- importance sampling
- monte carlo
- loss function
- least squares
- matrix factorization
- markov chain
- step size
- random forests
- sample size
- kalman filter
- support vector machine
- particle filter
- weight vector
- decision trees
- message passing
- particle filtering
- approximate inference
- markov chain monte carlo
- state space
- np hard