Fair classification via Monte Carlo policy gradient method.
Andrija PetrovicMladen NikolicMilos JovanovicMilos BijanicBoris DelibasicPublished in: Eng. Appl. Artif. Intell. (2021)
Keyphrases
- monte carlo
- gradient method
- markov chain
- monte carlo simulation
- importance sampling
- adaptive sampling
- monte carlo methods
- policy evaluation
- feature vectors
- text classification
- monte carlo tree search
- model selection
- feature selection
- particle filter
- support vector machine
- feature extraction
- image classification
- dimensionality reduction
- convergence rate
- step size
- principal component analysis
- negative matrix factorization
- action selection
- temporal difference
- supervised learning
- high dimensional
- support vector
- decision trees