Scalable Semi-Supervised Learning over Networks using Nonsmooth Convex Optimization.
Alexander JungAlfred O. Hero IIIAlexandru MaraSabeur AridhiPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- convex optimization
- semi supervised
- labeled data
- unlabeled data
- semi definite programming
- interior point methods
- learning problems
- unsupervised learning
- machine learning
- supervised learning
- low rank
- text categorization
- active learning
- transfer learning
- training data
- total variation
- primal dual
- convex relaxation
- object recognition
- multiscale
- text classification
- image processing
- linear programming
- dimensionality reduction
- pairwise