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Simon Burton
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 9
Top Topics
Civil Aviation
Machine Learning
Generative Model
Change Impact Analysis
Top Venues
PRDC
Tiny Papers @ ICLR
ITSC
CoRR
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Publications
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Emmanouil Seferis
,
Simon Burton
,
Chih-Hong Cheng
Statistical Property Testing for Generative Models.
Tiny Papers @ ICLR
(2023)
Iwo Kurzidem
,
Simon Burton
,
Philipp Schleiss
AI for Safety: How to use Explainable Machine Learning Approaches for Safety Analyses.
AISafety/SafeRL@IJCAI
(2023)
Iwo Kurzidem
,
Simon Burton
,
Philipp Schleiss
SafeSens - Uncertainty Quantification of Complex Perception Systems.
ITSC
(2023)
Chih-Hong Cheng
,
Venkatesh Prasad Venkataramanan
,
Pragya Kirti Gupta
,
Yun-Fei Hsu
,
Simon Burton
Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications.
CoRR
(2023)
Dirk Eilers
,
Simon Burton
,
Felippe Schmoeller da Roza
,
Karsten Roscher
Safety Assurance with Ensemble-based Uncertainty Estimation and overlapping alternative Predictions in Reinforcement Learning.
SafeAI@AAAI
(2023)
Emmanouil Seferis
,
Simon Burton
,
Chih-Hong Cheng
Can Conformal Prediction Obtain Meaningful Safety Guarantees for ML Models?
Tiny Papers @ ICLR
(2023)
Chih-Hong Cheng
,
Venkatesh Prasad Venkataramanan
,
Pragya Kirti Gupta
,
Yun-Fei Hsu
,
Simon Burton
Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications.
PRDC
(2023)
Iwo Kurzidem
,
Adam Misik
,
Philipp Schleiss
,
Simon Burton
Safety Assessment: From Black-Box to White-Box.
ISSRE Workshops
(2022)
Carmen Cârlan
,
Lydia Gauerhof
,
Barbara Gallina
,
Simon Burton
Automating Safety Argument Change Impact Analysis for Machine Learning Components.
PRDC
(2022)