α-variational inference with statistical guarantees

Keyphrases

• Variational Inference 100%
• Statistical Guarantees 100%
• Variational Approximation 100%
• Variational Inequality 40%
• Bayes Risk 40%
• Mean Field 20%
• Variational 20%
• Novel Class 20%
• Optimization Problem 20%
• Closest Connection 20%
• Latent Dirichlet Allocation 20%
• Bayesian Probability 20%
• Gaussian Mixture Model 20%
• Frequentist 20%
• Point Estimate 20%
• Optimal Rate 20%
• Variational Optimization 20%
• Spike-and-slab Prior 20%
• Bayesian Linear Regression 20%
• Evidence Lower Bound 20%

Mathematics

• Variational Approximation 100%
• Variational Inequality 40%
• Bayes Risk 40%
• Wide Range 20%
• Bayesian 20%
• Objective Function 20%
• Gaussian Mixture Model 20%
• Frequentist 20%
• Linear Regression 20%
• Point Estimate 20%
• True Parameter 20%
• Bayesian Posterior Distribution 20%