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math.ST2023
Nonparametric Prior Learning in Differential Equation Modeling
Junxiong Jia, Deyu Meng, Zongben Xu +1
This paper addresses Bayesian inference related to partial differential equations (PDEs), particularly nonparametric regression constrained by PDEs. To effectively encode prior inf…
math.ST2016
Optimal Bayes Classifiers for Functional Data and Density Ratios
Xiongtao Dai, Hans-Georg Müller, Fang Yao
Bayes classifiers for functional data pose a challenge. This is because probability density functions do not exist for functional data. As a consequence, the classical Bayes classi…