Towards Stability and Generalization Bounds in Decentralized Minibatch Stochastic Gradient Descent.
Jiahuan WangHong ChenPublished in: AAAI (2024)
Keyphrases
- stochastic gradient descent
- generalization bounds
- data dependent
- generalization ability
- least squares
- matrix factorization
- loss function
- support vector machine
- model selection
- linear classifiers
- learning problems
- random forests
- vc dimension
- multiple kernel learning
- machine learning
- importance sampling
- learning algorithm
- support vector machine svm
- cross validation
- random forest
- active learning