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gaussian process (2) additive kernel (1) coverage estimation (1) bayesian additive regression tree (1) spatio-temporal data (1) brownian motion (1) counterfactual prediction (1) spatio-temporal analysis (1) approximate bayesian inference (1) markov chain monte carlo (1)

Papers

Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior NeurIPS 2023 Calibrated Approximate Bayesian Inference ICML 2019 Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction JMLR 2019