Antithetic and Monte Carlo kernel estimators for partial rankings.
Maria LomeliMark RowlandArthur GrettonZoubin GhahramaniPublished in: CoRR (2018)
Keyphrases
- monte carlo
- conditional density estimation
- variance reduction
- markov chain
- importance sampling
- monte carlo simulation
- monte carlo tree search
- policy evaluation
- rank aggregation
- partial rankings
- kernel function
- monte carlo methods
- confidence intervals
- global illumination
- markovian decision
- density ratio
- optimal strategy
- particle filter
- point processes
- least squares
- feature space
- support vector
- machine learning
- stochastic approximation
- temporal difference
- matrix inversion