Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses.
Andrew LowyMeisam RazaviyaynPublished in: ICLR (2023)
Keyphrases
- learning algorithm
- learning systems
- computationally efficient
- significant improvement
- learning models
- learning process
- convex optimization
- dynamic programming
- online learning
- globally optimal
- machine learning algorithms
- learning tasks
- optimization problems
- digital libraries
- data structure
- machine learning
- database
- piecewise linear
- efficient optimization
- convex functions
- theoretical analysis
- access control
- semi supervised
- state space
- computational cost
- prior knowledge
- neural network