MagMax: Leveraging Model Merging for Seamless Continual Learning.

Daniel Marczak Bartlomiej Twardowski Tomasz Trzcinski Sebastian Cygert

Published 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