Publications:
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C.J. Geoga, M.L. Stein.
A Scalable Method to Exploit
Screening in Gaussian Process Models with Noise (Arxiv v2). Submitted.
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P.G. Beckman, C.J. Geoga, M.L. Stein, and M. Anitescu.
Scalable Computations for
Nonstationary Gaussian Processes (Arxiv v1). Submitted.
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C.J. Geoga, O. Marin, M. Schanen, and M.L. Stein.
Fitting Matern smoothness parameters using automatic differentation
(ArXiv v3).
DOI:https://doi.org/10.1007/s11222-022-10127-w
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C.J. Geoga, M. Anitescu, and M.L. Stein.
Flexible nonstationary spatio-temporal modeling of high-frequency
monitoring data
(ArXiv v1). Environmetrics. DOI:https://doi.org/10.1002/env.2670
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C.J. Geoga, M. Anitescu, and M.L. Stein.
Scalable Gaussian process computations using hierarchical matrices.
Journal of Computational and Graphical Statistics.
DOI:https://doi.org/10.1080/10618600.2019.1652616
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C.J. Geoga, C.L. Haley, A. Siegel, and M. Anitescu.
Frequency-wavenumber spectral analysis of spatiotemporal flows.
Journal of Fluid Mechanics.
DOI:https://doi.org/10.1017/jfm.2018.366