Record link: 
http://hdl.handle.net/20.500.12708/225179
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Title: 
Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs
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Citation: 
Kofnov, A., Kapla, D. B., Bartocci, E., & Bura, E. (2025, December 17). Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs [Conference Presentation]. 2025 IMS International Conference on Statistics and Data Science (ICSDS), Sevilla, Spain. http://hdl.handle.net/20.500.12708/225179
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Publication Type: 
Presentation - Conference Presentation
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Language: 
English
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Authors: 
Kofnov, Andrey 
Kapla, Daniel Benjamin 
Bartocci, Ezio 
Bura, Efstathia 
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Organisational Unit: 
E105-08 - Forschungsbereich Angewandte Statistik 
E191-01 - Forschungsbereich Cyber-Physical Systems 
E056-13 - Fachbereich LogiCS 
E056-17 - Fachbereich Trustworthy Autonomous Cyber-Physical Systems 
E056-26 - Fachbereich Automated Reasoning 
E056-10 - Fachbereich SecInt-Secure and Intelligent Human-Centric Digital Technologies 
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Date (published): 
17-Dec-2025
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Event name: 
2025 IMS International Conference on Statistics and Data Science (ICSDS) 
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Event date: 
15-Dec-2025 - 18-Dec-2025
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Event place: 
Sevilla, Spain
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Keywords: 
Upper and lower bounds; output distribution; Neural Networks; Random Inputs
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Research Areas: 
Fundamental Mathematics Research: 100%
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Science Branch: 
1020 - Informatik: 10%
5020 - Wirtschaftswissenschaften: 20%
1010 - Mathematik: 70%
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Appears in Collections:
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