Koopman-based generalization bound: New aspect for full-rank weights.
Yuka HashimotoSho SonodaIsao IshikawaAtsushi NitandaTaiji SuzukiPublished in: ICLR (2024)
Keyphrases
- lower bound
- total weight
- upper bound
- linear combination
- training error
- worst case
- generalization bounds
- bipartite ranking
- real valued functions
- error bounds
- vc dimension
- weighted average
- similarity scores
- neural network
- rank aggregation
- relative importance
- database
- efficient learning
- scoring function
- rank order
- weighting scheme
- feature weights
- pairwise
- genetic algorithm