Intrinsic Persistent Homology via Density-based Metric Learning.
Ximena FernándezEugenio BorghiniGabriel B. MindlinPablo GroismanPublished in: J. Mach. Learn. Res. (2023)
Keyphrases
- metric learning
- persistent homology
- topological features
- distance metric learning
- distance metric
- pairwise
- dimensionality reduction
- morse theory
- semi supervised
- learning tasks
- multi task
- clustering algorithm
- computational geometry
- distance function
- mahalanobis metric
- semi supervised learning
- data mining
- geometric structure
- image classification
- face images
- active learning
- k means
- e learning