A confident information first principle for parameter reduction and model selection of boltzmann machines

Keyphrases

• First-principles 100%
• Model Selection 100%
• Boltzmann Machine 100%
• Parameter Reduction 100%
• Dimensionality Reduction 28%
• Multivariate Distribution 28%
• Random Variables 14%
• Heuristic Method 14%
• Quality Model 14%
• Sample-specific 14%
• High-dimensional Data 14%
• Search Efficiency 14%
• General Parameters 14%
• Density Estimation 14%
• Data-oriented 14%
• Fisher Information Distance 14%
• Hidden Unit 14%
• Priority Order 14%
• Random Features 14%
• Estimation Experiment 14%
• Reduction Criterion 14%
• Reduction in Parameter Space 14%
• Model-oriented 14%
• Expected Fisher Information 14%

Mathematics

• Model Selection 100%
• Boltzmann Equation 100%
• Observed Sample 42%
• Multivariate Distribution 28%
• Dimensionality Reduction 28%
• Parameter Space 14%
• Reduction Method 14%
• Manifold 14%
• Density Estimation 14%
• Hidden Unit 14%
• Dimensional Data 14%
• Fisher Information 14%
• Random Variable 14%
• Heuristic Method 14%

Computer Science

• Boltzmann Machine 100%
• Model Selection 100%
• Dimensionality Reduction 28%
• High Dimensional Data 14%
• Random Variable 14%
• Parameter Space 14%
• Heuristic Method 14%
• Fisher Information 14%