Multi-task sparse structure learning with Gaussian copula models

Keyphrases

• Alternating Minimization 25%
• Benchmark Dataset 25%
• Classification Problem 25%
• Earth System Model 25%
• Estimation Problem 25%
• Family Model 25%
• Future Climate 25%
• Gaussian Copula 100%
• Gaussian Graphical Model 25%
• Generalization Performance 25%
• Individual Tasks 25%
• Inverse Covariance Matrix 25%
• Joint Estimation 25%
• Learning Objectives 25%
• Model Output 25%
• Multi-task 100%
• Multi-task Learning 50%
• North America 25%
• Novel Family 25%
• Recent Advances 25%
• Regression Problem 25%
• Relationship Structure 50%
• South America 25%
• Sparse Estimators 25%
• Sparse Structure Learning 100%
• Structure Learning 25%
• Synthetic Data 25%
• Task Parameters 25%
• Task Relationship 100%

Computer Science

• Classification Problem 50%
• Covariance Matrix 50%
• Generalization Performance 50%
• Graphical Model 50%
• Individual Task 50%
• Multitask Learning 100%
• Regression Problem 50%
• structure learning 100%

Psychology

• Copula 100%
• Gaussian Distribution 100%
• Systems Model 25%