Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits.
Alekh AgarwalDaniel J. HsuSatyen KaleJohn LangfordLihong LiRobert E. SchapirePublished in: CoRR (2014)
Keyphrases
- dynamic programming
- optimization algorithm
- cost function
- significant improvement
- high accuracy
- improved algorithm
- times faster
- theoretical analysis
- computational cost
- learning algorithm
- np hard
- objective function
- path planning
- experimental study
- clustering method
- detection algorithm
- data sets
- preprocessing
- experimental evaluation
- segmentation algorithm
- support vector
- input data
- worst case
- feature selection
- recognition algorithm
- selection algorithm