John Mitros

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 7

Top Topics

Dempster Shafer

Parameter Estimation

Posterior Distribution

Auxiliary Information

Top Venues

ECCV Workshops (1)

Publications

John Mitros, Brian Mac Namee
On the Importance of Regularisation & Auxiliary Information in OOD Detection. CoRR (2021)
John Mitros, Brian Mac Namee
On the Importance of Regularisation and Auxiliary Information in OOD Detection. ICONIP (6) (2021)
John Mitros, Arjun Pakrashi, Brian Mac Namee
Ramifications of Approximate Posterior Inference for Bayesian Deep Learning in Adversarial and Out-of-Distribution Settings. ECCV Workshops (1) (2020)
John Mitros, Arjun Pakrashi, Brian Mac Namee
Ramifications of Approximate Posterior Inference for Bayesian Deep Learning in Adversarial and Out-of-Distribution Settings. CoRR (2020)
John Mitros, Brian Mac Namee
A Categorisation of Post-hoc Explanations for Predictive Models. CoRR (2019)
John Mitros, Brian Mac Namee
On the Validity of Bayesian Neural Networks for Uncertainty Estimation. CoRR (2019)
John Mitros, Brian Mac Namee
On the Validity of Bayesian Neural Networks for Uncertainty Estimation. AICS (2019)