Online and Batch Learning Algorithms for Data with Missing Features
Afshin RostamizadehAlekh AgarwalPeter L. BartlettPublished in: CoRR (2011)
Keyphrases
- data sets
- training data
- data collection
- missing values
- learning algorithm
- synthetic data
- prior knowledge
- data analysis
- data processing
- missing data
- data structure
- incomplete data
- temporal information
- structural information
- real time
- data quality
- complex structures
- image features
- data points
- databases
- database
- online learning
- data mining techniques
- training samples
- spatial data
- data distribution
- active learning
- high dimensional
- training set
- high quality
- extracted features