Stochastic Constrained Decentralized Optimization for Machine Learning with Fewer Data Oracles: a Gradient Sliding Approach.
Hoang Huy NguyenYan LiTuo ZhaoPublished in: CoRR (2024)
Keyphrases
- machine learning
- data processing
- synthetic data
- high quality
- data analysis
- data sets
- prior knowledge
- data quality
- data collection
- artificial intelligence
- support vector machine
- original data
- optimization algorithm
- knowledge discovery
- data points
- cooperative
- data sources
- active learning
- training data
- data structure
- spatial data
- stochastic programming
- statistical methods
- raw data
- noisy data
- constrained optimization
- stochastic optimization
- background knowledge
- database
- machine learning algorithms
- high dimensional data
- model selection
- computer systems
- text mining
- natural language processing
- probability distribution