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math.ST2021
Posterior concentration and fast convergence rates for generalized Bayesian learning
Lam Si Tung Ho, Binh T. Nguyen, Vu Dinh +1
In this paper, we study the learning rate of generalized Bayes estimators in a general setting where the hypothesis class can be uncountable and have an irregular shape, the loss f…
math.ST2013★ 53 cited
Asymptotic theory with hierarchical autocorrelation: Ornstein-Uhlenbeck tree models
Lam Si Tung Ho, Cécile Ané
Hierarchical autocorrelation in the error term of linear models arises when sampling units are related to each other according to a tree. The residual covariance is parametrized us…