Stability of accuracy for the training of DNNs via the uniform doubling condition.
Yitzchak ShmaloPublished in: Ann. Math. Artif. Intell. (2024)
Keyphrases
- high accuracy
- training speed
- classification accuracy
- prediction accuracy
- training set
- sufficient conditions
- error rate
- artificial intelligence
- computational complexity
- computational cost
- highly accurate
- training phase
- training and testing data
- numerical stability
- training error
- roc curve
- test set
- online learning
- probabilistic model
- decision trees