Linear Convergence of Forward-Backward Accelerated Algorithms without Knowledge of the Modulus of Strong Convexity.
Bowen LiBin ShiYa-xiang YuanPublished in: SIAM J. Optim. (2024)
Keyphrases
- forward backward
- computational complexity
- learning algorithm
- data mining techniques
- knowledge discovery
- hidden markov models
- computational efficiency
- benchmark datasets
- correlation coefficient
- domain knowledge
- significant improvement
- prior knowledge
- knowledge base
- theoretical justification
- knowledge management
- linear models
- stochastic approximation
- convergence rate
- combinatorial optimization
- times faster
- knowledge based systems
- data sets
- worst case
- decision trees
- data mining
- neural network