On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond.
Xingguo LiJunwei LuZhaoran WangJarvis D. HauptTuo ZhaoPublished in: CoRR (2018)
Keyphrases
- multi layer
- neural network
- upper bound
- lower bound
- cellular neural networks
- neural nets
- worst case
- error bounds
- data sets
- generalization bounds
- fuzzy logic
- artificial neural networks
- training data
- computational intelligence
- feed forward
- vc dimension
- deep learning
- genetic algorithm
- real time
- uniform convergence
- real valued functions
- bipartite ranking