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Formal and Practical Elements for the Certification of Machine Learning
  Systems

Formal and Practical Elements for the Certification of Machine Learning Systems

5 October 2023
Jean-Guillaume Durand
Arthur Dubois
Robert J. Moss
ArXivPDFHTML

Papers citing "Formal and Practical Elements for the Certification of Machine Learning Systems"

2 / 2 papers shown
Title
Bayesian Safety Validation for Failure Probability Estimation of
  Black-Box Systems
Bayesian Safety Validation for Failure Probability Estimation of Black-Box Systems
Robert J. Moss
Mykel J. Kochenderfer
Maxime Gariel
Arthur Dubois
25
3
0
03 May 2023
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz
Clark W. Barrett
D. Dill
Kyle D. Julian
Mykel Kochenderfer
AAML
222
1,818
0
03 Feb 2017
1