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David Boetius
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 7
Top Topics
Neural Network
Branch And Bound
Multi Layer Perceptron
Lagrangian Heuristic
Top Venues
CoRR
ICML
FoMLAS@CAV
SPIN
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Publications
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David Boetius
,
Stefan Leue
,
Tobias Sutter
Probabilistic Verification of Neural Networks using Branch and Bound.
CoRR
(2024)
David Boetius
,
Stefan Leue
Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics.
CoRR
(2024)
David Boetius
,
Stefan Leue
,
Tobias Sutter
A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks.
ICML
(2023)
David Boetius
,
Stefan Leue
Verifying Global Neural Network Specifications using Hyperproperties.
FoMLAS@CAV
(2023)
David Boetius
,
Stefan Leue
,
Tobias Sutter
A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks.
CoRR
(2023)
David Boetius
,
Stefan Leue
Verifying Global Neural Network Specifications using Hyperproperties.
CoRR
(2023)
Fabian Bauer-Marquart
,
David Boetius
,
Stefan Leue
,
Christian Schilling
SpecRepair: Counter-Example Guided Safety Repair of Deep Neural Networks.
SPIN
(2022)