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Constant-Time Predictive Distributions for Gaussian Processes.

, , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 4111-4120. PMLR, (2018)

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Jacob R Izbicki

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wenda_gpu: fast domain adaptation for genomic data., , , и . Bioinform., 38 (22): 5129-5130 (ноября 2022)Reducing the Variance of Gaussian Process Hyperparameter Optimization with Preconditioning., , , , и . CoRR, (2021)Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction., , , , , и . EACL, стр. 541-553. Association for Computational Linguistics, (2023)Exact Gaussian Processes on a Million Data Points., , , , , и . NeurIPS, стр. 14622-14632. (2019)Bayesian Active Model Selection with an Application to Automated Audiometry., , , , , и . NIPS, стр. 2386-2394. (2015)Discovering Many Diverse Solutions with Bayesian Optimization., , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 1779-1798. PMLR, (2023)Constant-Time Predictive Distributions for Gaussian Processes., , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 4111-4120. PMLR, (2018)Provably Scalable Black-Box Variational Inference with Structured Variational Families., , , и . CoRR, (2024)Discovering and Exploiting Structure for Gaussian Processes.. Cornell University, USA, (2018)Neural Likelihoods for Multi-Output Gaussian Processes., и . CoRR, (2019)