High-dimensional dependency structure learning for physical processes

Keyphrases

• Physical Processes 100%
• Partial Differential Equations 100%
• Structure Learning 100%
• Dependency Structure 100%
• Difficult Problem 50%
• Learning Methods 50%
• Synthetic Data 50%
• Equator 50%
• Natural Phenomena 50%
• Convection-diffusion 50%
• Tropics 50%
• Information Flow 50%
• Linear Programming 50%
• Statistical Dependence 50%
• Wind Direction 50%
• Two-step Algorithm 50%
• Probabilistic Graphical Models 50%
• Geopotential Height 50%
• Global Atmospheric Circulation 50%
• Inexact ADMM 50%
• Adaptive Structure Learning 50%

Mathematics

• structure learning 100%
• Real Data 66%
• Partial Differential Equation 66%
• Edge 33%
• Synthetic Data 33%
• Diffusion Process 33%
• Closed Form 33%
• Linear Program 33%
• Underlying Structure 33%
• Statistical Dependency 33%
• Probabilistic Graphical Model 33%

Computer Science

• structure learning 100%
• Partial Differential Equation 66%
• Synthetic Data 33%
• Diffusion Process 33%
• Linear Program 33%
• Natural Phenomenon 33%
• Parallel Block 33%
• Probabilistic Graphical Model 33%