The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks.
Bohan WangQi MengWei ChenPublished in: CoRR (2020)
Keyphrases
- neural network
- optimization problems
- discrete optimization
- learning algorithm
- optimization methods
- efficient optimization
- computational cost
- times faster
- optimization process
- machine learning algorithms
- approximately optimal
- adaptive algorithms
- constrained optimization
- computationally efficient
- pattern recognition
- computer vision
- computational efficiency
- optimization algorithm
- artificial neural networks
- data streams
- data structure