Persistent homology for metric measure spaces, and robust statistics for hypothesis testing and confidence intervals
Andrew J. BlumbergItamar GalMichael A. MandellMatthew PanciaPublished in: CoRR (2012)
Keyphrases
- hypothesis testing
- confidence intervals
- robust statistical
- robust statistics
- chi square
- persistent homology
- sample size
- shape from shading
- markov chain
- robust estimator
- optical flow
- topological features
- test set
- monte carlo
- conditional probabilities
- robust estimation
- similarity measure
- risk minimization
- feature selection
- roc curve
- computational geometry
- learning algorithm
- computer vision