Search Results for author: Allan B. Wollaber

Found 2 papers, 1 papers with code

On the Effectiveness of Mode Exploration in Bayesian Model Averaging for Neural Networks

no code implementations7 Dec 2021 John T. Holodnak, Allan B. Wollaber

Multiple techniques for producing calibrated predictive probabilities using deep neural networks in supervised learning settings have emerged that leverage approaches to ensemble diverse solutions discovered during cyclic training or training from multiple random starting points (deep ensembles).

Bayesian Inference Variational Inference

Signal Enhancement for Magnetic Navigation Challenge Problem

1 code implementation23 Jul 2020 Albert R. Gnadt, Joseph Belarge, Aaron Canciani, Glenn Carl, Lauren Conger, Joseph Curro, Alan Edelman, Peter Morales, Aaron P. Nielsen, Michael F. O'Keeffe, Christopher V. Rackauckas, Jonathan Taylor, Allan B. Wollaber

It is difficult to separate the Earth magnetic anomaly field, which is crucial for navigation, from the total magnetic field reading from the sensor.

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