Robust Statistics, Hypothesis Testing, and Confidence Intervals for Persistent Homology on Metric Measure Spaces.
Andrew J. BlumbergItamar GalMichael A. MandellMatthew PanciaPublished in: Found. Comput. Math. (2014)
Keyphrases
- hypothesis testing
- confidence intervals
- robust statistical
- robust statistics
- chi square
- persistent homology
- sample size
- robust estimator
- optical flow
- robust estimation
- similarity measure
- roc curve
- monte carlo
- test set
- markov chain
- anisotropic diffusion
- shape from shading
- statistical tests
- distance function
- topological features
- semi supervised
- active learning
- feature space
- image processing