Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings.
Han XiaoShou-De LinMi-Yen YehPhillip B. GibbonsClaudia EckertPublished in: DSAA (2015)
Keyphrases
- semi supervised learning
- client server
- supervised learning
- learning problems
- semi supervised
- unsupervised learning
- active learning
- labeled and unlabeled data
- co training
- unlabeled data
- labeled data
- learning models
- graph transduction
- learning process
- machine learning
- learning tasks
- boosting framework
- multi view learning
- semi supervised classification
- prior knowledge
- training data
- artificial intelligence
- mobile agents
- covariate shift
- distributed databases
- databases
- data sets
- probabilistic model
- manifold regularization
- real world
- data mining
- incremental learning
- learning algorithm
- transfer learning
- expectation maximization