Incremental learning Machine Learning
noun phrase
Definition: A learning approach in which a model is updated continuously or stepwise as new data becomes available, while preserving prior knowledge [Bakanach 2023/2024].
Example in context: “In this section, we discuss an incremental learning technique that along with MaxSAT formulation can generate classification rules efficiently.” [Ghosh et al. 2022]
Related terms: online learning, continual learning, lifelong learning