Using Synthetic Data to Reduce Model Convergence Time in Federated Learning.
Fida K. DankarNisha Thorakkattu MadathilPublished in: ASONAM (2022)
Keyphrases
- synthetic data
- real image data
- computational model
- probabilistic model
- decision theoretic
- learning models
- formal model
- mathematical model
- prior knowledge
- learning systems
- e learning
- online learning
- cost function
- learning process
- objective function
- reinforcement learning
- similarity measure
- knowledge acquisition
- hidden markov models
- theoretical framework
- learning tasks
- learning mechanism
- database