Structured Variational Inference in Bayesian State-Space Models

Keyphrases

• Mean-field Approximation 100%
• Latent Variables 100%
• Structured Variational Inference 100%
• Bayesian State-space Model 100%
• Variational Approximation 66%
• Divergence 33%
• Mean Field 33%
• Computational Techniques 33%
• Variational Inference 33%
• Inconsistency 33%
• Variational 33%
• Variational Estimates 33%
• State-space Model 33%
• Optimal Concentration 33%
• Static Parameters 33%
• Latent Structure 33%
• Statistical Accuracy 33%
• Broad Perspective 33%
• Posterior Mean 33%
• Linear State Space Model 33%
• Latent Parameter 33%
• Belief Propagation Algorithm 33%
• Independence Structure 33%
• Nonasymptotic Risk Bounds 33%
• Data Generating Model 33%

Mathematics

• Bayesian 100%
• Space Model 100%
• Field Approximation 75%
• Variational Approximation 50%
• Asymptotics 25%
• Posterior Mean 25%
• Show Parameter 25%

Computer Science

• State Space 100%
• Field Approximation 75%
• Approximation (Algorithm) 50%
• Propagation Algorithm 25%
• Latent Structure 25%
• Belief Propagation 25%
• Independence Structure 25%