Active Learning and the Saerens-Latinne-Decaestecker Algorithm: An Evaluation.
Alessio MolinariAndrea EsuliFabrizio SebastianiPublished in: CIRCLE (2022)
Keyphrases
- learning algorithm
- active learning
- dynamic programming
- detection algorithm
- preprocessing
- cost function
- improved algorithm
- times faster
- np hard
- search space
- selection algorithm
- computational complexity
- objective function
- linear programming
- expectation maximization
- segmentation algorithm
- theoretical analysis
- similarity measure
- k means
- recognition algorithm
- optimal solution
- computationally efficient
- high accuracy
- worst case
- computational cost
- training set
- learning process