Approximation of Limit State Surfaces in Monotonic Monte Carlo Settings, with Applications to Classification.
Nicolas BousquetThierry KleinVincent MoutoussamyPublished in: SIAM/ASA J. Uncertain. Quantification (2018)
Keyphrases
- monte carlo
- markovian decision
- importance sampling
- monte carlo simulation
- markov chain
- classification accuracy
- state space
- adaptive sampling
- decision trees
- support vector
- point processes
- particle filter
- policy evaluation
- monte carlo methods
- monte carlo tree search
- feature selection
- text classification
- matrix inversion
- model selection
- machine learning
- monte carlo method
- stochastic approximation
- global illumination
- support vector machine
- temporal difference
- search algorithm