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Enumerating Safe Regions in Deep Neural Networks with Provable
  Probabilistic Guarantees
v1v2 (latest)

Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees

18 August 2023
Luca Marzari
Davide Corsi
Enrico Marchesini
Alessandro Farinelli
Ferdinando Cicalese
    AAML
ArXiv (abs)PDFHTML

Papers citing "Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees"

3 / 3 papers shown
Title
Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback
Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback
Daniele Meli
Paolo Fiorini
90
0
0
13 Jan 2025
ModelVerification.jl: a Comprehensive Toolbox for Formally Verifying
  Deep Neural Networks
ModelVerification.jl: a Comprehensive Toolbox for Formally Verifying Deep Neural Networks
Tianhao Wei
Luca Marzari
Kai S. Yun
Hanjiang Hu
Peizhi Niu
Xusheng Luo
Changliu Liu
78
0
0
30 Jun 2024
Solving Probabilistic Verification Problems of Neural Networks using Branch and Bound
Solving Probabilistic Verification Problems of Neural Networks using Branch and Bound
David Boetius
Stefan Leue
Tobias Sutter
136
2
0
27 May 2024
1