arXiv
Open Access
2020
Impact of Legal Requirements on Explainability in Machine Learning
Adrien Bibal
Michael Lognoul
Alexandre de Streel
Benoît Frénay
Abstrak
The requirements on explainability imposed by European laws and their implications for machine learning (ML) models are not always clear. In that perspective, our research analyzes explanation obligations imposed for private and public decision-making, and how they can be implemented by machine learning techniques.
Penulis (4)
A
Adrien Bibal
M
Michael Lognoul
A
Alexandre de Streel
B
Benoît Frénay
Akses Cepat
Informasi Jurnal
- Tahun Terbit
- 2020
- Bahasa
- en
- Sumber Database
- arXiv
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- Open Access ✓