A Chaining Algorithm for Online Nonparametric Regression.
Pierre GaillardSébastien GerchinovitzPublished in: CoRR (2015)
Keyphrases
- improved algorithm
- preprocessing
- np hard
- nonparametric regression
- simulated annealing
- high accuracy
- experimental evaluation
- cost function
- worst case
- learning algorithm
- dynamic programming
- objective function
- computational cost
- data structure
- optimal solution
- linear programming
- detection algorithm
- convergence rate
- bayesian networks
- passive aggressive
- recognition algorithm
- times faster
- matching algorithm
- tree structure
- particle swarm optimization
- lower bound
- probabilistic model
- significant improvement