Corgi^2: A Hybrid Offline-Online Approach To Storage-Aware Data Shuffling For SGD.
Etay LivneGal KaplunEran MalachShai Shalev-SchwatzPublished in: CoRR (2023)
Keyphrases
- data collection
- data sets
- database
- high quality
- data analysis
- raw data
- synthetic data
- data points
- high dimensional data
- small number
- storage systems
- original data
- knowledge discovery
- data structure
- online learning
- data processing
- input data
- statistical analysis
- data sources
- data distribution
- social media
- data objects
- data retrieval
- training data