API 88：Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep Learning

Name: API 88：Fixed-Mean Gaussian Processes for Post-hoc Bayesian Deep Learning
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api 88 napi69 slot This work introduces a novel family of sparse variational Gaussian processes, where the posterior mean is fixed to any continuous function when using a universal kernel, and fixes the mean of this GP to the output of the pre-trained DNN, allowing the approach to effectively fit the GP's predictive variances to estimate the DNN prediction uncertainty. Recently, there has been an increasing

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