More data speeds up training time in learning halfspaces over sparse vectors.
Amit DanielyNati LinialShai Shalev-ShwartzPublished in: CoRR (2013)
Keyphrases
- database
- learning algorithm
- data analysis
- learning process
- data sets
- sparse data
- original data
- missing data
- prior knowledge
- background knowledge
- data structure
- high dimensional data
- data collection
- data points
- supervised learning
- training data
- knowledge discovery
- small number
- xml documents
- high speed
- online learning
- high dimensional
- training samples
- training set
- reinforcement learning
- machine learning
- data mining
- partially labeled