Statistical topological data analysis–A kernel perspective

Keyphrases

• Persistent Homology 100%
• Persistence Diagram 100%
• Probability Measure 100%
• Topological Data 100%
• Support Vector Machine 50%
• Learning Techniques 50%
• Hypothesis Testing 50%
• Topological Data Analysis 50%
• Reproducing Kernel Hilbert Space 50%
• Topological Features 50%
• Kernel Learning 50%
• Statistical Computing 50%
• Summary Representations 50%
• Positive Definite Kernel 50%
• Statistical Treatment 50%
• Popular 50%

Computer Science

• Persistent Homology 100%
• Persistence Diagram 100%
• Probability Measure 100%
• Support Vector Machine 50%
• Invariant 50%
• Topological Feature 50%
• Reproducing Kernel 50%
• Hilbert Space 50%
• Learning Technique 50%
• Positive Definite 50%