Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling.
Dmitry BabichevFrancis R. BachPublished in: CoRR (2018)
Keyphrases
- step size
- stochastic gradient descent
- probabilistic modeling
- probabilistic model
- convergence rate
- cost function
- convergence speed
- bayesian networks
- bayesian inference
- least squares
- wavelet coefficients
- particle swarm optimization
- pso algorithm
- loss function
- linear combination
- learning rate
- semi supervised
- computational complexity