Federated Optimization of Smooth Loss Functions.
Ali JadbabaieAnuran MakurDevavrat ShahPublished in: CoRR (2022)
Keyphrases
- loss function
- risk minimization
- loss minimization
- learning to rank
- support vector
- squared error
- pairwise
- logistic regression
- hinge loss
- reproducing kernel hilbert space
- optimization method
- empirical risk
- pairwise constraints
- convex loss functions
- coordinate descent method
- bregman divergences
- quadratic programming
- information theoretic
- special case