1 citations · 1 across the 3 of their papers we have counts for
3 papers
eess.IV2023
Target Detection on Hyperspectral Images Using MCMC and VI Trained Bayesian Neural Networks
Daniel Ries, Jason Adams, Joshua Zollweg
Neural networks (NN) have become almost ubiquitous with image classification, but in their standard form produce point estimates, with no measure of confidence. Bayesian neural net…
cs.LG2023
Comparing the quality of neural network uncertainty estimates for classification problems
Daniel Ries, Joshua Michalenko, Tyler Ganter +2
Traditional deep learning (DL) models are powerful classifiers, but many approaches do not provide uncertainties for their estimates. Uncertainty quantification (UQ) methods for DL…
astro-ph.IM2021★ 1 cited
Radio astronomy and Space science in Azores: enhancing the Atlantic VLBI infrastructure cluster
Domingos Barbosa, Bruno Coelho, Sonia Antón +10
Radio astronomy and Space Infrastructures in the Azores have a great scientific and industrial interest because they benefit from a unique geographical location in the middle of th…