Haisu: Hierarchically supervised nonlinear dimensionality reduction.
Kevin Christopher VanHornMurat Can ÇobanogluPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- nonlinear dimensionality reduction
- manifold learning
- dimensionality reduction
- high dimensional data
- diffusion maps
- semi supervised
- low dimensional
- laplacian eigenmaps
- maximum variance unfolding
- riemannian manifolds
- locally linear embedding
- learning algorithm
- dimensionality reduction methods
- feature selection
- supervised learning
- unsupervised learning
- nearest neighbor
- machine learning
- discriminant analysis
- dimension reduction
- pairwise
- multiple instance learning
- neural network