Stéphan Clémençon

Télécom Paris

19 Place Marguerite Perey

Palaiseau, 91120

France

SCHOLARLY PAPERS

3

DOWNLOADS

70

SSRN CITATIONS

2

CROSSREF CITATIONS

0

Scholarly Papers (3)

1.

Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach

Number of pages: 65 Posted: 10 Apr 2020
Telecom Paris, Telecom Paris, Télécom Paris, Télécom Paris, Telecom Paris - Institut polytechnique de Paris, Telecom Paris - Institut polytechnique de Paris, Telecom Paris - Institut polytechnique de Paris, Telecom Paris - Institut polytechnique de Paris and Telecom Paris - Institut polytechnique de Paris
Downloads 52 (415,345)
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artificial intelligence, AI, explainability, interpretability, neural networks, hybrid AI, law, regulation, safety, liability, fairness, accountability, cost-benefit analysis

2.

Identifying the 'Right' Level of Explanation in a Given Situation

Number of pages: 5 Posted: 15 Jun 2020
Telecom Paris - Institut polytechnique de Paris, Telecom Paris, Telecom Paris, Télécom Paris, Télécom Paris, Telecom Paris - Institut polytechnique de Paris, Telecom Paris - Institut polytechnique de Paris, Telecom Paris - Institut polytechnique de Paris and Telecom Paris - Institut polytechnique de Paris
Downloads 17 (587,208)

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AI, artificial intelligence, interpretability, explainability, context, hybrid AI, cost-benefit

3.

Bootstrapping Robust Statistics for Markovian Data Applications to Regenerative R‐Statistics and L‐Statistics

Recent developments in bootstrap methods for dependent data, Vol. 36, Issue 3, pp. 462-480, 2015
Number of pages: 19 Posted: 24 Apr 2015
Patrice Bertail, Stéphan Clémençon and Jessica Tressou
University Paris-Ouest and CREST-Insee, Télécom Paris and INRA
Downloads 1 (709,099)
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Markov chain, regenerative method, robustness, bootstrap, signed linear rank statistic, L‐statistic, statistical hypothesis testing.JEL Primary 60E15, 60J27, Secondary 60K05