BriefGPT.xyz
Jul, 2023
神经网络贝叶斯推断中的数据变异理论
A theory of data variability in Neural Network Bayesian inference
HTML
PDF
Javed Lindner, David Dahmen, Michael Krämer, Moritz Helias
TL;DR
基于无限宽度神经网络的高斯过程,并结合内核和推理方法,构建了一个场论的形式体系,研究了无限宽度网络的泛化性质,并从输入数据的统计性质得到了泛化性质的提取。
Abstract
bayesian inference
and
kernel methods
are well established in machine learning. The
neural network gaussian process
in particular provides
→