Ioannis Papantonis

13 papers A 1B 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Why not both? Complementing explanations with uncertainty, and self-confidence in human-AI collaboration. Frontiers Comput. Sci. Ioannis Papantonis, Vaishak Belle
2024	J	`jnl`	Principled diverse counterfactuals in multilinear models. Mach. Learn. Ioannis Papantonis, Vaishak Belle
2023	—	`conf`	Model Transparency: Why Do We Care? ICAART (3) Ioannis Papantonis, Vaishak Belle
2023	A	`conf`	Transparency in Sum-Product Network Decompilation. ECAI Ioannis Papantonis, Vaishak Belle
2023	J	`jnl`	Why not both? Complementing explanations with uncertainty, and the role of self-confidence in Human-AI collaboration. CoRR Ioannis Papantonis, Vaishak Belle
2022	J	`jnl`	Explainability in Machine Learning: a Pedagogical Perspective. CoRR Andreas C. Bueff, Ioannis Papantonis, Auste Simkute, Vaishak Belle
2022	J	`jnl`	Principled Diverse Counterfactuals in Multilinear Models. CoRR Ioannis Papantonis, Vaishak Belle
2021	J	`jnl`	Closed-Form Results for Prior Constraints in Sum-Product Networks. Frontiers Artif. Intell. Ioannis Papantonis, Vaishak Belle
2021	J	`jnl`	Principles and Practice of Explainable Machine Learning. Frontiers Big Data Vaishak Belle, Ioannis Papantonis
2020	J	`jnl`	Interventions and Counterfactuals in Tractable Probabilistic Models: Limitations of Contemporary Transformations. CoRR Ioannis Papantonis, Vaishak Belle
2020	J	`jnl`	On Constraint Definability in Tractable Probabilistic Models. CoRR Ioannis Papantonis, Vaishak Belle
2020	J	`jnl`	Principles and Practice of Explainable Machine Learning. CoRR Vaishak Belle, Ioannis Papantonis
2018	B	`conf`	Personalization of monitoring system parameters to support ambulatory care for dementia patients. SAS Markus Schinle, Ioannis Papantonis, Wilhelm Stork