Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching.
Etash Kumar GuhaPrasanjit DubeyXiaoming HuoPublished in: CoRR (2023)
Keyphrases
- sparse matrix
- generalization bounds
- data dependent
- learning theory
- generalization ability
- model selection
- ranking algorithm
- vc dimension
- linear classifiers
- learning problems
- statistical learning theory
- random projections
- learning algorithm
- ranking functions
- learning machines
- bp neural network
- support vector machine svm
- kernel machines
- data sets
- support vector machine
- lower bound
- neural network