[regularizers]
Optimizer loss-regularization algorithms, implemented as plug-in modules.
API base class
- Regularizer: base API for loss-regularization plug-ins
Common regularization terms
- LassoRegularizer: L1 regularization, aka Lasso penalization.
- RidgeRegularizer: L2 regularization, aka Ridge penalization.
Federated-Learning-specific regularizers
- FedProxRegularizer: FedProx algorithm, as a proximal term regularizer.