conftrace_

multi-output gaussian process

11 papers

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Also known as

MOGP

Co-occurring keywords

multi-output regression (29) variational inference (2069) kernel methods (1097) bayesian regression (25) gaussian process (1200) bayesian inference (1907) sparse variational inference (9) log gaussian cox process (2) matérn kernel (6) trajectory modulation (1)

Papers

On the Identifiability and Interpretability of Gaussian Process Models NIPS 2023
Factorial SDE for Multi-Output Gaussian Process Regression AISTATS 2023
Safe Active Learning for Multi-Output Gaussian Processes AISTATS 2022
Numerical Approximations of Log Gaussian Cox Process (Student Abstract) AAAI 2022
Multi-output Gaussian Processes for uncertainty-aware recommender systems UAI 2021
Scalable Exact Inference in Multi-Output Gaussian Processes ICML 2020
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes AISTATS 2020
Learning from demonstration with model-based Gaussian process CORL 2019
Fast Direct Search in an Optimally Compressed Continuous Target Space for Efficient Multi-Label Active Learning ICML 2019
Variational Dependent Multi-output Gaussian Process Dynamical Systems JMLR 2016
GP Kernels for Cross-Spectrum Analysis NIPS 2015