Efficient representation learning for high-dimensional imbalance data.
Bilal MirzaStanley KokZhiping LinYong Kiang YeoXiaoping LaiJiuwen CaoJose SepulvedaPublished in: DSP (2016)
Keyphrases
- data sets
- data analysis
- high dimensional
- prior knowledge
- learning process
- high dimensional data
- original data
- noisy data
- learning tasks
- synthetic data
- raw data
- data collection
- data processing
- image data
- data points
- probability distribution
- sparse data
- data sources
- data mining techniques
- online learning
- data quality
- high quality
- learning algorithm
- learning systems
- data distribution
- database
- learned models
- computer systems
- multi dimensional
- knowledge discovery
- data structure
- training data
- machine learning