Joseph Guinness

According to our database, Joseph Guinness authored at least 9 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Sparse Cholesky factorization by greedy conditional selection.

Stephen Huan, Joseph Guinness, Matthias Katzfuss, Houman Owhadi, Florian Schäfer

CoRR, 2023

2022

Partition-Based Nonstationary Covariance Estimation Using the Stochastic Score Approximation.

Amanda Muyskens, Joseph Guinness, Montserrat Fuentes

J. Comput. Graph. Stat., October, 2022

Nonparametric spectral methods for multivariate spatial and spatial-temporal data.

Joseph Guinness

J. Multivar. Anal., 2022

Scaled Vecchia Approximation for Fast Computer-Model Emulation.

Matthias Katzfuss, Joseph Guinness, Earl Lawrence

SIAM/ASA J. Uncertain. Quantification, 2022

Scalable Gaussian-process regression and variable selection using Vecchia approximations.

Jian Cao, Joseph Guinness, Marc G. Genton, Matthias Katzfuss

J. Mach. Learn. Res., 2022

2021

Gaussian process learning via Fisher scoring of Vecchia's approximation.

Joseph Guinness

Stat. Comput., 2021

Spatial Shrinkage Via the Product Independent Gaussian Process Prior.

Arkaprava Roy, Brian J. Reich, Joseph Guinness, Russell T. Shinohara, Ana-Maria Staicu

J. Comput. Graph. Stat., 2021

2018

Permutation and Grouping Methods for Sharpening Gaussian Process Approximations.

Joseph Guinness

Technometrics, 2018

2016

Isotropic covariance functions on spheres: Some properties and modeling considerations.

Joseph Guinness, Montserrat Fuentes

J. Multivar. Anal., 2016