Software Verification and Formal Methods for ML-Enabled Autonomous Systems: 5th International Workshop, FoMLAS 2022, and 15th International Workshop, ... - August 1, and August 11, 2022, Proceedings - Softcover

 
9783031212239: Software Verification and Formal Methods for ML-Enabled Autonomous Systems: 5th International Workshop, FoMLAS 2022, and 15th International Workshop, ... - August 1, and August 11, 2022, Proceedings
Softcover
ISBN 10: 3031212231 ISBN 13: 9783031212239
Verlag: Springer, 2022

Inhaltsangabe

FoMLAS 2022.- VPN: Verification of Poisoning in Neural Networks.- A Cascade of Checkers for Run-time Certification of Local Robustness.- CEG4N: Counter-Example Guided Neural Network Quantization Refinement .- Minimal Multi-Layer Modifications of Deep Neural Networks.- Differentiable Logics for Neural Network Training and Verification.- Neural Networks in Imandra: Matrix Representation as a Verification Choice.- Self-Correcting Neural Networks For Safe Classification.- Self-Correcting Neural Networks For Safe Classification.- NSV 2022.- Verified Numerical Methods for Ordinary Differential Equations.- Neural Network Precision Tuning Using Stochastic Arithmetic.- MLTL Multi-type (MLTLM): A Logic for Reasoning about Signals of Different Types.


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Verlag
Springer
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
3031212231
ISBN 13 
9783031212239
Einband
Taschenbuch
Anzahl der Seiten
216
Herausgeber
Isac Omri, Ivanov Radoslav, Katz Guy
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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