Statistical Inference For Persistent Homology
Sivaraman BalakrishnanBrittany FasyFabrizio LecciAlessandro RinaldoAarti SinghLarry A. WassermanPublished in: CoRR (2013)
Keyphrases
- statistical inference
- persistent homology
- topological features
- model selection
- morse theory
- statistical learning
- computational geometry
- graphical models
- bayesian inference
- contingency tables
- machine learning
- statistical methods
- statistical analysis
- statistical model
- particle filter
- principal component analysis
- supervised learning
- input image
- probabilistic model