Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power.
Binghui LiJikai JinHan ZhongJohn E. HopcroftLiwei WangPublished in: CoRR (2022)
Keyphrases
- expressive power
- deep learning
- first order logic
- computational properties
- data complexity
- query language
- relational algebra
- unsupervised feature learning
- transitive closure
- machine learning
- unsupervised learning
- viewpoint
- pairwise
- weakly supervised
- reinforcement learning
- relational calculus
- aggregate functions
- information extraction
- feature selection