Estimation of local degree distributions via local weighted averaging and Monte Carlo cross-validation.
Paulo SerraMichel MandjesPublished in: Comput. Stat. Data Anal. (2020)
Keyphrases
- kernel methods
- monte carlo
- cross validation
- support vector
- weighted averaging
- importance sampling
- monte carlo simulation
- model selection
- training and test data
- error estimates
- markov chain
- hyperparameters
- generalization error
- denoising
- monte carlo tree search
- probability distribution
- particle filter
- parameter estimation
- training set
- confidence intervals
- active learning
- density estimation
- probabilistic model