A Meta-Active Learning Approach Exploiting Instance Importance based on Learning Gradient Variation.
Sergio FlescaDomenico MandaglioFrancesco ScalaAndrea TagarelliPublished in: SEBD (2023)
Keyphrases
- active learning
- learning algorithm
- learning process
- supervised learning
- online learning
- data mining
- version space
- learning scheme
- random sampling
- learning strategies
- learning systems
- unsupervised learning
- relevance feedback
- machine learning
- neural network
- empirical studies
- knowledge acquisition
- edge detection
- mobile learning
- incremental learning
- learning analytics
- training data
- experimental design