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Deep Gaussian Processes with Importance-Weighted Variational Inference., , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5589-5598. PMLR, (2019)A Tutorial on Sparse Gaussian Processes and Variational Inference., , , и . CoRR, (2020)Translation Insensitivity for Deep Convolutional Gaussian Processes, , , , и . (2019)cite arxiv:1902.05888.Sparse Gaussian Processes with Spherical Harmonic Features., , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 2793-2802. PMLR, (2020)Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces., , , , и . WSC, стр. 1728-1739. IEEE, (2017)Neural Diffusion Processes., , , и . CoRR, (2022)Deep Neural Networks as Point Estimates for Deep Gaussian Processes., , , , , и . NeurIPS, стр. 9443-9455. (2021)Scalable Thompson Sampling using Sparse Gaussian Process Models., , , , и . NeurIPS, стр. 5631-5643. (2021)Bayesian Image Classification with Deep Convolutional Gaussian Processes., , , и . AISTATS, том 108 из Proceedings of Machine Learning Research, стр. 1529-1539. PMLR, (2020)Gaussian Process Conditional Density Estimation., , , и . NeurIPS, стр. 2391-2401. (2018)