Directed Information Graphs

Keyphrases

• Information Graph 100%
• Directed Information 100%
• Confidence Interval 40%
• Graphical Models 40%
• Granger Causality 40%
• Minimal Dimension 40%
• Optimal Approximation 20%
• News Sources 20%
• Mutual Information 20%
• Synthetic Data 20%
• Stochastic Processes 20%
• Joint Distribution 20%
• Estimation Error 20%
• Model Use 20%
• Kullback-Leibler Divergence 20%
• Topological Structure 20%
• Generative Models 20%
• Tweets 20%
• Point Estimate 20%
• Best Approximation 20%
• Source Influence 20%
• Sequential Prediction 20%
• Joint Statistics 20%
• Undirected Graphical Model 20%
• Twitter Network 20%
• Influence Users 20%
• Sample Complexity 20%
• Structure Learning Algorithms 20%

Mathematics

• Statistics 100%
• Graphical Model 100%
• Upper Bound 66%
• Confidence Interval 66%
• Real Data 33%
• Mutual Information 33%
• Joint Distribution 33%
• Kullback-Leibler Divergence 33%
• Synthetic Data 33%
• Factorization 33%
• Stochastic Process 33%
• Graph Model 33%
• Topological Structure 33%
• Point Estimate 33%
• Best Approximation 33%
• structure learning 33%

Computer Science

• Graph Information 100%
• Graphical Model 100%
• Approximation (Algorithm) 66%
• Mutual Information 33%
• Synthetic Data 33%
• Joint Distribution 33%
• Estimation Error 33%
• Leibler Divergence 33%
• Learning Algorithm 33%
• Generative Model 33%
• Point Estimate 33%
• structure learning 33%
• Topological Structure 33%
• Resulting Graph 33%