nngp

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chrhenning / uncertainty_based_ood
Exploring the link between uncertainty estimates obtained via "exact" Bayesian inference and out-of-distribution (OOD) detection.
bayesian-inference pytorch deep-learning neural-network machine-learning nngp gaussian-processes neural-network-gaussian-process out-of-distribution-detection ood-detection bnn bayesian-neural-networks
Language:Jupyter Notebook 5
LuZhangstat / ConjugateNNGP
nngp spatial-analysis
Language:R 4
yuneg11 / Scale-Mixtures-of-NNGP
Official implementation of "Scale Mixtures of Neural Network Gaussian Processes (ICLR 2022)"
nngp
Language:Jupyter Notebook 0

chrhenning / uncertainty_based_ood