On the Dimensionality of Embeddings for Sparse Features and Data.
Maxim NaumovPublished in: CoRR (2019)
Keyphrases
- data sets
- data collection
- original data
- sparse data
- dimensionality reduction
- data structure
- database
- raw data
- high dimensionality
- data distribution
- high dimensional data
- computer systems
- data processing
- high dimensional
- small number
- synthetic data
- high quality
- data analysis
- feature space
- spatial data
- data sources
- statistical analysis
- low level
- missing data
- feature extraction
- data points
- low dimensional
- similarity measure
- databases
- input space
- complex structures
- co occurrence