Population based training and federated learning frameworks for hyperparameter optimisation and ML unfairness using Ulimisana Optimisation Algorithm.
Tshifhiwa MaumelaFulufhelo V. NelwamondoTshilidzi MarwalaPublished in: Inf. Sci. (2022)
Keyphrases
- optimisation algorithm
- optimisation problems
- learning frameworks
- ant colony
- evolutionary computation
- maximum likelihood
- training set
- test set
- benchmark problems
- particle swarm
- differential evolution
- active learning
- online learning
- particle swarm optimization
- kernel methods
- ant colony algorithm
- particle swarm optimisation
- simulated annealing
- semi supervised learning
- artificial intelligence
- computational intelligence
- reinforcement learning