The Isotron Algorithm: High-Dimensional Isotonic Regression.
Adam Tauman KalaiRavi SastryPublished in: COLT (2009)
Keyphrases
- high dimensional
- learning algorithm
- dynamic programming
- objective function
- preprocessing
- experimental evaluation
- noisy data
- times faster
- segmentation algorithm
- cost function
- computational cost
- single pass
- matching algorithm
- optimization algorithm
- theoretical analysis
- input data
- probabilistic model
- significant improvement
- search space
- optimal solution
- multi objective
- k means
- tree structure
- artificial neural networks
- search algorithm
- convergence rate
- improved algorithm
- regression algorithm