MagMax: Leveraging Model Merging for Seamless Continual Learning.
Daniel MarczakBartlomiej TwardowskiTomasz TrzcinskiSebastian CygertPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- learning scheme
- learning process
- prior knowledge
- mathematical model
- computational model
- neural nets
- formal model
- online learning
- learning systems
- learned models
- neural network
- decision theoretic
- learning problems
- em algorithm
- objective function
- machine learning
- theoretical analysis
- theoretical framework
- learning tasks
- markov random field
- supervised learning
- learning models
- hidden variables
- decision trees
- feature selection
- learning phase