Projects per year
Abstract / Description of output
Artificial intelligence (AI) and especially machine learning (ML) has been increasingly incorporated into a wide range of critical applications, such as healthcare, justice, credit risk assessment, and loan approval. In this paper, we survey the motivations for caring about model transparency, especially as AI systems are becoming increasingly complex leviathans with many moving parts. We then briefly outline the challenges in providing computational solutions to transparency.
Original language | English |
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Title of host publication | Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023 |
Publisher | SCITEPRESS |
Pages | 650-657 |
Number of pages | 8 |
Volume | 3 |
ISBN (Electronic) | 9789897586231 |
DOIs | |
Publication status | Published - 22 Feb 2023 |
Event | The 15th International Conference on Agents and Artificial Intelligence, 2023 - Lisbon, Portugal Duration: 22 Feb 2023 → 24 Feb 2023 Conference number: 15 https://icaart.scitevents.org/Home.aspx |
Publication series
Name | International Conference on Agents and Artificial Intelligence |
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Publisher | SCITEPRESS |
ISSN (Electronic) | 2184-433X |
Conference
Conference | The 15th International Conference on Agents and Artificial Intelligence, 2023 |
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Abbreviated title | ICAART 2023 |
Country/Territory | Portugal |
City | Lisbon |
Period | 22/02/23 → 24/02/23 |
Internet address |
Keywords / Materials (for Non-textual outputs)
- Explainable AI
Fingerprint
Dive into the research topics of 'Model Transparency: Why do we care?'. Together they form a unique fingerprint.Projects
- 1 Finished
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UKRI Trustworthy Autonomous Systems Node in Governance and Regulation
Ramamoorthy, R., Belle, V., Bundy, A., Jackson, P., Lascarides, A. & Rajan, A.
1/11/20 → 30/04/24
Project: Research