Accelerated First-Order Optimization Algorithms for Machine Learning.
Huan LiCong FangZhouchen LinPublished in: Proc. IEEE (2020)
Keyphrases
- machine learning
- optimization problems
- learning algorithm
- optimization methods
- machine learning methods
- computationally efficient
- theoretical analysis
- data mining
- stochastic search
- discrete optimization
- orders of magnitude
- optimization approaches
- machine learning approaches
- times faster
- machine learning algorithms
- knowledge acquisition
- higher order
- first order logic
- convergence rate
- computational intelligence
- evolution strategy
- computational cost
- data structure
- decision trees