On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond.
Xiaotong YuanPing LiPublished in: NeurIPS (2022)
Keyphrases
- rates of convergence
- upper bound
- finite sample
- lower bound
- number of iterations required
- cost function
- dissimilarity measure
- error bounds
- iterative algorithms
- upper and lower bounds
- lower and upper bounds
- convergence speed
- worst case
- convergence rate
- support vector
- initial conditions
- confidence bounds
- global convergence
- data sets
- average case
- affine transformation
- pattern recognition
- search algorithm
- optimal solution