Optimal Data Splitting in Distributed Optimization for Machine Learning.
Daniil MedyakovGleb MolodtsovAleksandr BeznosikovAlexander V. GasnikovPublished in: CoRR (2024)
Keyphrases
- machine learning
- data analysis
- data sets
- data processing
- learning algorithm
- original data
- image data
- training data
- data transfer
- data distribution
- synthetic data
- statistical analysis
- data collection
- database
- knowledge discovery
- data sources
- prior knowledge
- heterogeneous data
- optimal design
- distributed data
- spatial data
- data structure
- statistical methods
- central server
- data repositories
- database systems
- optimal solution
- raw data
- missing data
- feature space
- high dimensional data
- dynamic programming
- distributed systems
- end users