Stochastic expectation maximization with variance reduction

Keyphrases

• Variance Reduction 100%
• Stochastic Expectation Maximization 100%
• Expectation Maximization 50%
• Asymptotic Convergence Rate 20%
• Popular 10%
• Parameter Tuning 10%
• Latent Variable Models 10%
• Sequence of Steps 10%
• Gaussian Mixture Model 10%
• Stochastic Approximation 10%
• Vanilla 10%
• Constant Step Size 10%
• Stochastic Gradient Algorithm 10%
• Probabilistic Latent Semantic Analysis (pLSA) 10%
• Exponential Asymptotics 10%

Mathematics

• Stochastics 100%
• Variance Reduction 100%
• Asymptotics 16%
• Variance 16%
• Convergence Rate 16%
• Step Size 16%
• Latent Variable Model 8%
• Gaussian Mixture Model 8%
• Decreasing Sequence 8%