A sparse structure learning algorithm for Gaussian Bayesian network identification from high-dimensional data

Mathematics

• Structure Learning 100%
• Bayesian Networks 80%
• Learning Algorithm 75%
• High-dimensional Data 74%
• Alzheimer's Disease 22%
• Network Structure 20%
• Brain 17%
• Penalty 15%
• Learning 14%
• Network Algorithms 11%
• Scalability 10%
• Real-world Applications 10%
• Directed Acyclic Graph 9%
• L1-norm 9%
• Machine Learning 8%
• Term 8%
• Sparsity 8%
• Benchmark 7%
• Theoretical Analysis 7%
• Connectivity 7%
• Sample Size 6%
• Experiment 6%
• Modeling 5%
• Formulation 5%

Engineering & Materials Science

• Bayesian networks 65%
• Learning algorithms 53%
• Brain 13%
• Genetics 10%
• Scalability 6%
• Machine learning 5%
• Experiments 2%

Medicine & Life Sciences

• Learning 47%
• Alzheimer Disease 20%
• Machine Learning 14%
• Efficiency 14%
• Benchmarking 13%
• Brain 12%
• Sample Size 11%