FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications.
Young D. KwonJagmohan ChauhanCecilia MascoloPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- incremental learning
- decision trees
- learning process
- feature construction
- learning phase
- learning systems
- discriminative learning
- machine learning
- online learning
- multiple representations
- supervised learning
- training data
- multimedia
- learning stage
- sample selection bias
- real time
- multi class classifier
- learning problems
- learning tasks
- background knowledge
- unsupervised learning
- knowledge acquisition
- feature set
- multi class
- active learning
- feature space