Analysis of the Optimization Landscapes for Overcomplete Representation Learning.
Qing QuYuexiang ZhaiXiao LiYuqian ZhangZhihui ZhuPublished in: CoRR (2019)
Keyphrases
- learning process
- learning systems
- reinforcement learning
- data analysis
- learning tasks
- optimization algorithm
- incremental learning
- supervised learning
- unsupervised learning
- statistical analysis
- natural images
- multiple representations
- global optimization
- learning problems
- linear combination
- data sets
- online learning
- prior knowledge
- artificial neural networks
- feature space
- feature extraction