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Nicolas Berthier

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Amany Alshareef

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Publications

2023
[c11]
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  - electronic edition @ ceur-ws.org (open access)
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  dblp key:
  - conf/aisafety/AlshareefBS023
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  persistent URL:
  - https://dblp.org/rec/conf/aisafety/AlshareefBS023
Amany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang:
Weight-based Semantic Testing Approach for Deep Neural Networks. AISafety/SafeRL@IJCAI 2023
[c10]
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  dblp key:
  - conf/icmlc/AlshareefBSH23
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  persistent URL:
  - https://dblp.org/rec/conf/icmlc/AlshareefBSH23
Amany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang:
Robust Bayesian Abstraction of Neural Networks. ICMLC 2023: 276-283
2022
[c7]
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  - electronic edition @ ceur-ws.org (open access)
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  dblp key:
  - conf/aaai/AlshareefBSH22
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  persistent URL:
  - https://dblp.org/rec/conf/aaai/AlshareefBSH22
Amany Alshareef, Nicolas Berthier, Sven Schewe, Xiaowei Huang:
Quantifying the Importance of Latent Features in Neural Networks. SafeAI@AAAI 2022
2021
[i2]
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  - electronic edition @ arxiv.org (open access)
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  dblp key:
  - journals/corr/abs-2103-03704
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  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2103-03704
Nicolas Berthier, Amany Alshareef, James Sharp, Sven Schewe, Xiaowei Huang:
Abstraction and Symbolic Execution of Deep Neural Networks with Bayesian Approximation of Hidden Features. CoRR abs/2103.03704 (2021)

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