Parsimonious Deep Learning: A Differential Inclusion Approach with Global Convergence.
Yanwei FuChen LiuDonghao LiXinwei SunJinshan ZengYuan YaoPublished in: CoRR (2019)
Keyphrases
- deep learning
- global convergence
- global optimum
- convergence rate
- optimization methods
- convergence speed
- convergence analysis
- unsupervised learning
- unsupervised feature learning
- convex minimization
- weakly supervised
- machine learning
- particle swarm
- differential evolution
- simulated annealing
- search space
- neural network
- optimization algorithm
- global optimization
- particle swarm optimization
- pso algorithm
- maximum likelihood
- object recognition
- training data