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multi-task gaussian process

8 papers

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Co-occurring keywords · papers mentioning both

gaussian process (7) multi-task learning (6) gaussian processes (3) hyperparameter tuning (2) bayesian optimization (2) multi-task gaussian processes (2) bayesian inference (2) variational inference (2) structured residuals (1) phenotype prediction (1)

Papers

Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization ICML 2024 Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023 Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019 Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes NeurIPS 2017 It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals NeurIPS 2013 Multi-Task Bayesian Optimization NeurIPS 2013 Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes NeurIPS 2009 Multi-task Gaussian Process Learning of Robot Inverse Dynamics NeurIPS 2008