A Parallel SGD method with Strong Convergence.
Dhruv MahajanS. Sathiya KeerthiS. SundararajanLéon BottouPublished in: CoRR (2013)
Keyphrases
- preprocessing
- computational cost
- experimental evaluation
- objective function
- high precision
- computational complexity
- pairwise
- cost function
- support vector machine svm
- clustering method
- least squares
- synthetic data
- convergence rate
- similarity measure
- image sequences
- machine learning
- detection method
- optimization algorithm
- parallel processing
- input data
- feature set
- high accuracy
- support vector machine
- classification accuracy
- significant improvement
- evolutionary algorithm