PAC-Bayesian Analysis of Contextual Bandits.
Yevgeny SeldinPeter AuerFrançois LavioletteJohn Shawe-TaylorRonald OrtnerPublished in: NIPS (2011)
Keyphrases
- bayesian analysis
- computationally feasible
- contextual information
- context sensitive
- statistically sound
- sample size
- context dependent
- multi armed bandits
- stochastic systems
- personalized ranking
- variational bayesian inference
- pac learning
- sample complexity
- concept class
- theoretical analysis
- multi class
- optimal solution
- objective function
- learning algorithm
- genetic algorithm
- data sets