Beyond Supervised Classification: Extreme Minimal Supervision with the Graph 1-Laplacian.
Angelica I. Avilés-RiveroNicolas PapadakisRuoteng LiSamar M. AlsalehRobby T. TanCarola-Bibiane SchönliebPublished in: CoRR (2019)
Keyphrases
- supervised classification
- graph laplacian
- random walk
- spectral analysis
- spectral clustering
- supervised learning
- euclidean space
- weighted graph
- semi supervised learning
- unsupervised learning
- kernel machines
- basis functions
- pointwise
- manifold structure
- active learning
- neighborhood graph
- training data
- image segmentation
- manifold learning
- reinforcement learning
- label information
- labeled and unlabeled data
- linear combination
- training set
- feature extraction