Federated Optimization of Smooth Loss Functions.
Ali JadbabaieAnuran MakurDevavrat ShahPublished in: IEEE Trans. Inf. Theory (2023)
Keyphrases
- loss function
- risk minimization
- loss minimization
- pairwise
- support vector
- squared error
- learning to rank
- update rules
- empirical risk
- logistic regression
- hinge loss
- boosting algorithms
- coordinate descent method
- reproducing kernel hilbert space
- convex loss functions
- optimization method
- graphical models
- multi class
- feature space