Better Worst-Case Complexity Analysis of the Block Coordinate Descent Method for Large Scale Machine Learning.
Ziqiang ShiRujie LiuPublished in: ICMLA (2017)
Keyphrases
- complexity analysis
- machine learning
- worst case
- lower bound
- upper bound
- theoretical analysis
- computational complexity
- machine learning algorithms
- np hard
- decision trees
- linear support vector machines
- data mining
- support vector machine
- feature selection
- knowledge representation
- text mining
- text classification
- artificial intelligence
- learning algorithm
- optimal solution
- information extraction
- denoising
- model selection
- text categorization
- feature space
- first order logic