John Mitros

According to our database, John Mitros authored at least 5 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

On the Importance of Regularisation & Auxiliary Information in OOD Detection.

John Mitros, Brian Mac Namee

CoRR, 2021

On the Importance of Regularisation and Auxiliary Information in OOD Detection.

John Mitros, Brian Mac Namee

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

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

John Mitros, Arjun Pakrashi, Brian Mac Namee

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

A Categorisation of Post-hoc Explanations for Predictive Models.

John Mitros, Brian Mac Namee

CoRR, 2019

On the Validity of Bayesian Neural Networks for Uncertainty Estimation.

John Mitros, Brian Mac Namee

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019