Asynchronous Parallel, Sparse Approximated SVRG for High-Dimensional Machine Learning.
Fanhua ShangHua HuangJun FanYuanyuan LiuHongying LiuJianhui LiuPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- high dimensional
- machine learning
- sparse data
- asynchronous cellular automata
- low dimensional
- dimensionality reduction
- sparse coding
- data points
- pattern recognition
- parallel processing
- sparse principal component analysis
- high dimension
- high dimensionality
- machine learning methods
- linear combination
- nearest neighbor
- variable selection
- feature space
- additive models
- similarity search
- high dimensional data
- generalized linear models
- feature selection
- information extraction
- learning algorithm
- learning tasks
- knowledge representation
- parameter space
- active learning
- knowledge acquisition
- inductive learning
- text classification
- data mining
- artificial intelligence
- distributed memory
- natural language processing
- machine learning approaches
- parallel implementation
- shared memory
- knowledge discovery
- learning systems
- kernel function
- multi dimensional