Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning.
Thomas Takeo OsugiKun DengStephen ScottPublished in: ICDM (2005)
Keyphrases
- machine learning
- detection algorithm
- computational cost
- learning algorithm
- times faster
- segmentation algorithm
- dynamic programming
- computational complexity
- optimization algorithm
- high accuracy
- experimental evaluation
- k means
- preprocessing
- data mining
- probabilistic model
- linear programming
- theoretical analysis
- np hard
- tree structure
- optimal solution
- convergence rate