Ioannis Papantonis

Orcid: 0000-0003-4282-5820

According to our database1, Ioannis Papantonis authored at least 10 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Principled diverse counterfactuals in multilinear models.
Mach. Learn., 2024

2023
Why not both? Complementing explanations with uncertainty, and the role of self-confidence in Human-AI collaboration.
CoRR, 2023

Model Transparency: Why Do We Care?
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Transparency in Sum-Product Network Decompilation.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022
Explainability in Machine Learning: a Pedagogical Perspective.
CoRR, 2022

2021
Closed-Form Results for Prior Constraints in Sum-Product Networks.
Frontiers Artif. Intell., 2021

Principles and Practice of Explainable Machine Learning.
Frontiers Big Data, 2021

2020
On Constraint Definability in Tractable Probabilistic Models.
CoRR, 2020

Interventions and Counterfactuals in Tractable Probabilistic Models: Limitations of Contemporary Transformations.
CoRR, 2020

2018
Personalization of monitoring system parameters to support ambulatory care for dementia patients.
Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018


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