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Wesley J. Maddox, Andres Potapczynski, Andrew Gordon 
2,Markovian Gaussian Process Variational Autoencoders
Harrison Zhu, Carles Balsells Rodas, Yingzhen 
3,Adaptive Nonlinear Regulation via Gaussian Process
Lorenzo Gentilini, Michelangelo Bin, Lorenzo  Gaussian Processes Revisited
Xiaoyu Lu, Alexis Boukouvalas, James  explanations for Gaussian Process regression and classification models
Sarem 
Cheng Jie, Chen Yingbing, Zhang Qingwen, Gan Lu, Liu  Hz的频率下运行.
Christoffer Riis, Francisco N. Antunes, Frederik Boe Hüttel, Carlos Lima Azevedo, Francisco Camara  Query-by-Committee(B-QBC)的贝叶斯变体,第二个是通过混合高斯过程查询(QB-MGP)公式显式最小化预测方差的扩展.在6个常见的模拟中,以经验证明B-QBC平均而言,实现了最佳的边际似然,而QB-MGP实现了最佳的预测性能.论文研究表明,在获取函数中合并偏差-方差权衡可以减轻不必要和昂贵的数据标记.
Andrés F. López-Lopera, François Bachoc, Olivier