Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates.
Murat Onur YildirimElif Ceren Gok YildirimGhada SokarDecebal Constantin MocanuJoaquin VanschorenPublished in: CoRR (2023)
Keyphrases
- learning models
- learning algorithm
- prior knowledge
- computational model
- theoretical analysis
- automatically learned
- learning scheme
- computationally efficient
- probabilistic model
- supervised learning
- online learning
- structured prediction
- high level
- learning process
- mathematical model
- noise tolerant
- radial basis function network
- training process
- machine learning algorithms
- neural network
- data structure
- unsupervised learning
- objective function
- reinforcement learning
- gaussian processes
- learning styles
- linear models
- machine learning