Jarad Niemi

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 5

Top Topics

Covariance Function

Multiple Data Streams

Hierarchical Model

Gaussian Process

Top Venues

Stat. Anal. Data Min.

SIAM/ASA J. Uncertain. Quantification

Publications

Nathaniel Garton, Jarad Niemi, Alicia L. Carriquiry
Knot Selection in Sparse Gaussian Processes. CoRR (2020)
Nathaniel Garton, Jarad Niemi, Alicia L. Carriquiry
Knot Selection in Sparse Gaussian Processes with a Variational Objective. CoRR (2020)
Nathaniel Garton, Jarad Niemi, Alicia L. Carriquiry
Knot selection in sparse Gaussian processes with a variational objective function. Stat. Anal. Data Min. 13 (4) (2020)
Colin Lewis-Beck, Victoria A. Walker, Jarad Niemi, Petruta Caragea, Brian K. Hornbuckle
Extracting Agronomic Information from SMOS Vegetation Optical Depth in the US Corn Belt Using a Nonlinear Hierarchical Model. Remote. Sens. 12 (5) (2020)
Colin Lewis-Beck, Petruta Caragea, Jarad Niemi, Brian K. Hornbuckle, Victoria A. Walker
A Nonlinear Hierarchical Model for Forecasting Crop Growth in the US Corn Belt. IGARSS (2018)
Robert B. Gramacy, Jarad Niemi, Robin Weiss
Massively Parallel Approximate Gaussian Process Regression. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Robert B. Gramacy, Jarad Niemi, Robin Weiss
Massively parallel approximate Gaussian process regression. CoRR (2013)
Bernie J. Daigle Jr., Min K. Roh, Linda R. Petzold, Jarad Niemi
Accelerated maximum likelihood parameter estimation for stochastic biochemical systems. BMC Bioinform. 13 (2012)
David Banks, Gauri Datta, Alan F. Karr, James Lynch, Jarad Niemi, Francisco Vera
Bayesian CAR models for syndromic surveillance on multiple data streams: Theory and practice. Inf. Fusion 13 (2) (2012)
Mike Ludkovski, Jarad Niemi
Optimal disease outbreak decisions using stochastic simulation. WSC (2011)
Jarad Niemi, Meredith Smith, David Banks
Test Power for Drug Abuse Surveillance. BioSecure (2008)