From Multitask Gradient Descent to Gradient-Free Evolutionary Multitasking: A Proof of Faster Convergence.
Lu BaiWu LinAbhishek GuptaYew-Soon OngPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- faster convergence
- multi task
- multitask learning
- multi task learning
- step size
- learning tasks
- convergence speed
- global optimum
- cost function
- gaussian processes
- pso algorithm
- feature selection
- multiple tasks
- multi class
- genetic algorithm
- transfer learning
- objective function
- loss function
- global optimization
- particle swarm optimization
- information gain
- semi supervised
- learning problems
- particle swarm optimization pso
- neural network
- differential evolution
- multiscale
- e learning
- supervised learning