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Christopher J. Geoga
Christopher J. Geoga
Assistant Professor, University of Wisconsin-Madison Dept. of Statistics
Verified email at wisc.edu - Homepage
Title
Cited by
Cited by
Year
Scalable Gaussian process computations using hierarchical matrices
CJ Geoga, M Anitescu, ML Stein
Journal of Computational and Graphical Statistics 29 (2), 227-237, 2020
582020
Fitting Matérn smoothness parameters using automatic differentiation
CJ Geoga, O Marin, M Schanen, ML Stein
Statistics and Computing 33 (2), 48, 2023
172023
Frequency–wavenumber spectral analysis of spatio-temporal flows
CJ Geoga, CL Haley, AR Siegel, M Anitescu
Journal of Fluid Mechanics 848, 545-559, 2018
132018
On automatic differentiation for the Mat\'ern covariance
O Marin, C Geoga, M Schanen
arXiv preprint arXiv:2201.00262, 2022
52022
Flexible nonstationary spatiotemporal modeling of high‐frequency monitoring data
CJ Geoga, M Anitescu, ML Stein
Environmetrics 32 (5), e2670, 2021
42021
Scalable computations for nonstationary Gaussian processes
PG Beckman, CJ Geoga, ML Stein, M Anitescu
Statistics and Computing 33 (4), 84, 2023
32023
A scalable method to exploit screening in gaussian process models with noise
CJ Geoga, ML Stein
Journal of Computational and Graphical Statistics 33 (2), 603-613, 2024
22024
Multitaper. jl: A Julia package for frequency domain analysis of time series
CL Haley, CJ Geoga
Journal of Open Source Software 5 (55), 2463, 2020
22020
Fast adaptive Fourier integration for spectral densities of Gaussian processes
PG Beckman, CJ Geoga
Statistics and Computing 34 (6), 217, 2024
2024
Fast Machine-Precision Spectral Likelihoods for Stationary Time Series
CJ Geoga
arXiv preprint arXiv:2404.16583, 2024
2024
Models and Computation for Nonstationary Processes at Scale
CJ Geoga
ProQuest Dissertations Publishing, 2023
2023
Spectral analysis for comparison of second-order flow structure in DNS simulations
CL Haley, CJ Geoga, A Siegel, M Anitescu
2017
Adaptive Nonparametric Spectra applied to Uncertainty Propagation and Kernel Learning
CL Haley, CJ Geoga, M Anitescu
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Articles 1–13