Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling.
Alexander TyurinLukang SunKonstantin BurlachenkoPeter RichtárikPublished in: CoRR (2022)
Keyphrases
- data sets
- lightweight
- database
- data collection
- high quality
- data structure
- data analysis
- data quality
- machine learning
- raw data
- end users
- image data
- missing data
- global optimization
- random sampling
- data points
- cost function
- database systems
- original data
- sampled data
- spatial data
- synthetic data
- high dimensional data
- data processing
- input data
- knowledge discovery
- probability distribution