John Mitros | DeepAI

DeepAI

AI Chat AI Image Generator AI Video AI Music Generator

Featured Co-authors

Brian Mac Namee
35 publications
Arjun Pakrashi
10 publications

research

∙ 07/15/2021

On the Importance of Regularisation Auxiliary Information in OOD Detection

Neural networks are often utilised in critical domain applications (e.g....

0 John Mitros, et al. ∙

research

∙ 09/03/2020

Ramifications of Approximate Posterior Inference for Bayesian Deep Learning in Adversarial and Out-of-Distribution Settings

Deep neural networks have been successful in diverse discriminative clas...

0 John Mitros, et al. ∙

research

∙ 12/03/2019

On the Validity of Bayesian Neural Networks for Uncertainty Estimation

Deep neural networks (DNN) are versatile parametric models utilised succ...

0 John Mitros, et al. ∙

research

∙ 04/04/2019

A Categorisation of Post-hoc Explanations for Predictive Models

The ubiquity of machine learning based predictive models in modern socie...

0 John Mitros, et al. ∙