More data speeds up training time in learning halfspaces over sparse vectors.
Amit DanielyNati LinialShai Shalev-ShwartzPublished in: NIPS (2013)
Keyphrases
- data sets
- data analysis
- prior knowledge
- input data
- learning algorithm
- online learning
- learning process
- small number
- training examples
- supervised learning
- database
- data sources
- data structure
- training data
- data collection
- original data
- efficient learning
- reinforcement learning
- neural network
- missing data
- background knowledge
- sparse data
- learned models