arXiv · Statistics Machine Learning· Ian Zhang, Thibault Randrianarisoa·· 4 hr agoAI score21
似然退火对变分贝叶斯线性神经网络极限预测矩的影响
The Impact of Likelihood Tempering on the Limiting Predictive Moments of Variational Bayesian Linear Neural Networks
AI brief
研究分析宽贝叶斯神经网络中高斯均值场变分推断的 prior dominance 问题，即 ELBO 的 KL 正则项压过期望对数似然，预测分布随宽度 M 增大塌缩到先验预测。
Source: arXiv · Statistics Machine Learning · arxiv.org