Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network.
Taiji SuzukiHiroshi AbeTomoaki NishimuraPublished in: ICLR (2020)
Keyphrases
- error analysis
- neural network
- network model
- data compression
- network architecture
- radial basis
- least squares
- cross ratio
- hopfield network
- recurrent networks
- peer to peer
- upper bound
- image compression
- auto associative
- hopfield neural network
- data structure
- compressed data
- single layer
- growing neural gas
- wavelet neural network
- error correction
- bp neural network
- compression ratio
- real valued functions
- back propagation
- lower bound
- elman network
- compressive sensing
- compression scheme
- straight line
- radial basis function
- neural network structure
- run length encoding