Asymptotic Justification of Bandlimited Interpolation of Graph signals for Semi-Supervised Learning.
Aamir AnisAly El GamalAmir Salman AvestimehrAntonio OrtegaPublished in: CoRR (2015)
Keyphrases
- band limited
- semi supervised learning
- graph based semi supervised learning
- semi supervised classification
- label propagation
- graph construction
- semi supervised
- unlabeled data
- image reconstruction
- labeled data
- supervised learning
- impulse response
- active learning
- sampling rate
- frequency band
- unsupervised learning
- zero crossing
- fourier domain
- machine learning
- training data
- continuous domains
- labeled and unlabeled data
- knn
- data sets
- reinforcement learning
- denoising
- input image
- feature vectors
- feature space