An Unsupervised Algorithm for Learning Blocking Schemes.
Mayank KejriwalDaniel P. MirankerPublished in: ICDM (2013)
Keyphrases
- learning algorithm
- learning phase
- preprocessing
- experimental evaluation
- learning systems
- unsupervised learning
- high accuracy
- cost function
- worst case
- dynamic programming
- unsupervised manner
- improved algorithm
- supervised learning
- learning speed
- weakly supervised
- detection algorithm
- np hard
- reinforcement learning
- objective function
- learning process
- computational complexity
- search space
- similarity measure
- optimal solution
- inductive inference
- learning scheme
- incremental learning
- times faster
- probabilistic model
- optimization algorithm
- k means
- linear programming
- simulated annealing
- significant improvement
- computational cost