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Posterior contraction rates for constrained deep Gaussian processes in density estimation and classification
Communications in Statistics - Theory and Methods ( IF 0.8 ) Pub Date : 2024-03-07 , DOI: 10.1080/03610926.2024.2321185
François Bachoc 1 , Agnès Lagnoux 1
Affiliation  

We provide posterior contraction rates for constrained deep Gaussian processes in non parametric density estimation and classification. The constraints are in the form of bounds on the values and o...

中文翻译:

密度估计和分类中受限深高斯过程的后收缩率

我们为非参数密度估计和分类中的约束深度高斯过程提供后验收缩率。约束的形式是值和对象的界限...
更新日期:2024-03-09
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