no code implementations • 18 Oct 2022 • Ethan Ancell, Christopher Bennett, Bert Debusschere, Sapan Agarwal, Park Hays, T. Patrick Xiao
Bayesian neural networks (BNNs) are an important type of neural network with built-in capability for quantifying uncertainty.
Generative Adversarial Network Out of Distribution (OOD) Detection +1
no code implementations • 20 Jan 2021 • Ethan Ancell, Brennan Bean
Many ecological and spatial processes are complex in nature and are not accurately modeled by linear models.