1 citations · 2 across the 3 of their papers we have counts for
5 papers
The RITAS algorithm: a constructive yield monitor data processing algorithm
Luis Damiano, Jarad Niemi
Yield monitor datasets are known to contain a high percentage of unreliable records. The current tool set is mostly limited to observation cleaning procedures based on heuristic or…
Knot Selection in Sparse Gaussian Processes with a Variational Objective Function
Nathaniel Garton, Jarad Niemi, Alicia Carriquiry
Sparse, knot-based Gaussian processes have enjoyed considerable success as scalable approximations to full Gaussian processes. Certain sparse models can be derived through specific…
Knot Selection in Sparse Gaussian Processes
Nathaniel Garton, Jarad Niemi, Alicia Carriquiry
Knot-based, sparse Gaussian processes have enjoyed considerable success as scalable approximations to full Gaussian processes. Problems can occur, however, when knot selection is d…
Score-based likelihood ratios to evaluate forensic pattern evidence
Nathaniel Garton, Danica Ommen, Jarad Niemi +1
In 2016, the European Network of Forensic Science Institutes (ENFSI) published guidelines for the evaluation, interpretation and reporting of scientific evidence. In the guidelines…
A fully Bayesian strategy for high-dimensional hierarchical modeling using massively parallel computing
Will Landau, Jarad Niemi
Markov chain Monte Carlo (MCMC) is the predominant tool used in Bayesian parameter estimation for hierarchical models. When the model expands due to an increasing number of hierarc…