Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning.
Grigory MalinovskyKai YiPeter RichtárikPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- incremental learning
- experimental evaluation
- dynamic programming
- cost function
- search space
- preprocessing
- computational cost
- objective function
- computational complexity
- detection algorithm
- optimization algorithm
- np hard
- learning speed
- recognition algorithm
- times faster
- significant improvement
- worst case
- search algorithm
- convergence rate
- expectation maximization
- optimal solution
- k means
- digital libraries
- image sequences
- learning scheme
- e learning
- learning problems
- learning tasks
- online learning
- markov random field
- high accuracy
- probabilistic model
- data sets