Giovanni Cinà
Orcid: 0000-0002-3521-8208Affiliations:
- University of Amsterdam, Netherlands
According to our database1,
Giovanni Cinà
authored at least 19 papers
between 2015 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
2016
2018
2020
2022
2024
0
1
2
3
4
5
1
1
3
1
2
2
1
1
1
1
1
1
1
1
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2025
Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data.
Int. J. Medical Informatics, 2025
2024
Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations.
CoRR, 2024
2023
Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury.
CoRR, 2023
CoRR, 2023
Proceedings of the Conference on Health, Inference, and Learning, 2023
2022
Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model.
Proceedings of the AMIA 2022, 2022
2021
Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation.
CoRR, 2021
A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients.
CoRR, 2021
Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
2020
Know Your Limits: Monotonicity & Softmax Make Neural Classifiers Overconfident on OOD Data.
CoRR, 2020
CoRR, 2020
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data.
Proceedings of the Machine Learning for Health Workshop, 2020
2019
Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications.
CoRR, 2019
2018
2017
Proceedings of the Logic, Rationality, and Interaction - 6th International Workshop, 2017
2016
Auton. Agents Multi Agent Syst., 2016
2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015