Kellin N. Rumsey

According to our database, Kellin N. Rumsey authored at least 8 papers between 2018 and 2025.

Collaborative distances:

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

2025

A Partitioned Sparse Variational Gaussian Process for Fast, Distributed Spatial Modeling.

Michael Grosskopf, Kellin N. Rumsey, Ayan Biswas, Earl Lawrence

CoRR, July, 2025

Co-Active Subspace Methods for the Joint Analysis of Adjacent Computer Models.

Kellin N. Rumsey, Zachary K. Hardy, Cory Ahrens, Scott A. Vander Wiel

Technometrics, January, 2025

Enhancing approximate modular Bayesian inference by emulating the conditional posterior.

Grant Hutchings, Kellin N. Rumsey, Derek Bingham, Gabriel Huerta

Comput. Stat. Data Anal., 2025

2024

Bayesian projection pursuit regression.

Gavin Collins, Devin Francom, Kellin N. Rumsey

Stat. Comput., February, 2024

Generalized Bayesian MARS: Tools for Stochastic Computer Model Emulation.

Kellin N. Rumsey, Devin Francom, Andy Shen

SIAM/ASA J. Uncertain. Quantification, 2024

Discovering Active Subspaces for High-Dimensional Computer Models.

Kellin N. Rumsey, Devin Francom, Scott A. Vander Wiel

J. Comput. Graph. Stat., 2024

2020

Dealing with Measurement Uncertainties as Nuisance Parameters in Bayesian Model Calibration.

Kellin N. Rumsey, Gabriel Huerta, Justin Brown, Lauren Hund

SIAM/ASA J. Uncertain. Quantification, 2020

2018

Distinguishing between model- and data-driven inferences for high reliability statistical predictions.

Lauren Hund, Benjamin Schroeder, Kellin N. Rumsey, Gabriel Huerta

Reliab. Eng. Syst. Saf., 2018