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Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence.
Badr-Eddine Chérief-Abdellatif
Pierre Alquier
Published in:
CoRR (2019)
Keyphrases
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finite sample
parzen window
sample size
statistical learning theory
uniform convergence
nearest neighbor
error bounds
density estimation
reinforcement learning
np hard
knn
supervised learning
learning tasks
bayesian framework
probability density function
learning theory