https://www.mathworks.com/help/stats/classreg.learning.regr.compactregressiongp.html
CompactRegressionGP - Compact Gaussian process regression model class - MATLAB
CompactRegressionGP is a compact Gaussian process regression (GPR) model.
gaussian process regressioncompactmodelclassmatlab
https://openreview.net/forum?id=KeI9E-gsoB
Learning Curves for Gaussian Process Regression with Power-Law Priors and Targets | OpenReview
We characterize the power-law asymptotics of learning curves for Gaussian process regression (GPR) under the assumption that the eigenspectrum of the prior and...
gaussian process regression
https://research.google/pubs/density-based-user-representation-through-gaussian-process-regression-for-multi-interest-personalized-retrieval/
Density-based User Representation through Gaussian Process Regression for Multi-interest...
gaussian process regressiondensitybaseduserrepresentation
https://jmlr.org/papers/v22/21-0853.html
Consistency of Gaussian Process Regression in Metric Spaces
gaussian process regressionconsistencymetricspaces
https://jmlr.org/papers/v16/neumann15a.html
pyGPs -- A Python Library for Gaussian Process Regression and Classification
gaussian process regressionpython libraryclassification
https://arxiv.org/abs/2509.02571
[2509.02571] Gaussian Process Regression of Steering Vectors With Physics-Aware Deep Composite...
Abstract page for arXiv paper 2509.02571: Gaussian Process Regression of Steering Vectors With Physics-Aware Deep Composite Kernels for Augmented Listening
gaussian process regression
https://arxiv.org/abs/1701.09055
[1701.09055] A Gaussian Process Regression Model for Distribution Inputs
Abstract page for arXiv paper 1701.09055: A Gaussian Process Regression Model for Distribution Inputs
gaussian process regressionfor distribution170109055model
https://jmlr.org/papers/v14/urry13a.html
Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs
gaussian process regressionrandom walklearning curves
https://www.frontiersin.org/journals/earth-science/articles/10.3389/feart.2022.944301/full
Frontiers | Sparse Gaussian Process Regression for Landslide Displacement Time-Series Forecasting
Landslide hazards are complex nonlinear systems with a highly dynamic nature. Accurate forecasting of landslide displacement and evolution is crucial for the...
gaussian process regressiontime seriesfrontierssparse
https://openreview.net/forum?id=lCYrsdHb5SQ&referrer=%5Bthe%20profile%20of%20Simon%20J.%20Godsill%5D(%2Fprofile%3Fid%3D~Simon_J._Godsill1)
Non-Gaussian Process Regression | OpenReview
We extend the Gaussian process regression model to allow for locally adaptive behaviour through time-changed GPs and learn latent probabilistic representations...
gaussian process regressionnonopenreview