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Tom Wollschläger
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 9
Top Topics
Nonparametric Regression
Third Party
Machine Learning Methods
Nearest Neighbour
Top Venues
CoRR
QCE
ICLR
ICML
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Publications
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Simon Geisler
,
Tom Wollschläger
,
M. H. I. Abdalla
,
Johannes Gasteiger
,
Stephan Günnemann
Attacking Large Language Models with Projected Gradient Descent.
CoRR
(2024)
Nicola Franco
,
Tom Wollschläger
,
Benedikt Poggel
,
Stephan Günnemann
,
Jeanette Miriam Lorenz
Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness.
QCE
(2023)
Francesco Campi
,
Lukas Gosch
,
Tom Wollschläger
,
Yan Scholten
,
Stephan Günnemann
Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness.
CoRR
(2023)
Jan Schuchardt
,
Tom Wollschläger
,
Aleksandar Bojchevski
,
Stephan Günnemann
Localized Randomized Smoothing for Collective Robustness Certification.
ICLR
(2023)
Tom Wollschläger
,
Nicholas Gao
,
Bertrand Charpentier
,
Mohamed Amine Ketata
,
Stephan Günnemann
Uncertainty Estimation for Molecules: Desiderata and Methods.
ICML
(2023)
Nicola Franco
,
Tom Wollschläger
,
Benedikt Poggel
,
Stephan Günnemann
,
Jeanette Miriam Lorenz
Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness.
CoRR
(2023)
Tom Wollschläger
,
Nicholas Gao
,
Bertrand Charpentier
,
Mohamed Amine Ketata
,
Stephan Günnemann
Uncertainty Estimation for Molecules: Desiderata and Methods.
CoRR
(2023)
Nicola Franco
,
Tom Wollschläger
,
Nicholas Gao
,
Jeanette Miriam Lorenz
,
Stephan Günnemann
Quantum Robustness Verification: A Hybrid Quantum-Classical Neural Network Certification Algorithm.
QCE
(2022)
Jan Schuchardt
,
Tom Wollschläger
,
Aleksandar Bojchevski
,
Stephan Günnemann
Localized Randomized Smoothing for Collective Robustness Certification.
CoRR
(2022)