Ioannis Papantonis
Biographic Data
| ID | 10105503 |
|---|---|
| NAME | Ioannis Papantonis |
| GIVEN NAMES | Ioannis |
| FAMILY NAME | Papantonis |
| SIGNATURE | PAPANTONIS I |
| AFFILIATIONS | University of Edinburgh |
| ORCID | 0000-0003-4282-5820 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Explainability in machine learning
Introduction Machine learning courses usually focus on getting students prepared to apply various models in real-world settings, but much less attention is given to teaching students the various techniques to explain a model's decision-making process. This gap is particularly concerning given the increasing deployment of AI systems in high-stakes domains where interpretability is crucial for trust, regulatory compliance, and ethical decision-maki…
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Explainability in machine learning
Introduction Machine learning courses usually focus on getting students prepared to apply various models in real-world settings, but much less attention is given to teaching students the various techniques to explain a model's decision-making process. This gap is particularly concerning given the increasing deployment of AI systems in high-stakes domains where interpretability is crucial for trust, regulatory compliance, and ethical decision-maki…
Artificial Intelligence (1 work) · Cognitive science (1 work) · Computer Science (1 work) · Engineering (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Human–computer interaction (1 work) · Psychology (1 work) · Scientific Computing and Data Management (1 work) · Software engineering (1 work)