A Practically Competitive and Provably Consistent Algorithm for Uplift Modeling.
Yan ZhaoXiao FangDavid Simchi-LeviPublished in: CoRR (2017)
Keyphrases
- detection algorithm
- learning algorithm
- optimal solution
- experimental evaluation
- preprocessing
- k means
- neural network
- objective function
- computational complexity
- optimization algorithm
- dynamic programming
- knn
- segmentation method
- experimental study
- theoretical analysis
- high accuracy
- worst case
- globally optimal
- computationally efficient
- improved algorithm
- convergence rate
- memory requirements
- times faster
- tree structure
- image processing
- theoretical guarantees
- single pass
- matching algorithm
- computational cost
- data structure
- search space
- significant improvement
- cost function
- mobile robot
- data sets
- probabilistic model