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Konstantin Sonntag
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Swarm Intelligence
Min Max
Neural Network
Multiobjective Optimization
Top Venues
CoRR
SIAM J. Optim.
J. Optim. Theory Appl.
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Publications
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Junaid Akhter
,
Paul David Fährmann
,
Konstantin Sonntag
,
Sebastian Peitz
Common pitfalls to avoid while using multiobjective optimization in machine learning.
CoRR
(2024)
Konstantin Sonntag
,
Sebastian Peitz
Fast Convergence of Inertial Multiobjective Gradient-Like Systems with Asymptotic Vanishing Damping.
SIAM J. Optim.
34 (3) (2024)
Konstantin Sonntag
,
Sebastian Peitz
Fast Multiobjective Gradient Methods with Nesterov Acceleration via Inertial Gradient-Like Systems.
J. Optim. Theory Appl.
201 (2) (2024)
Augustina C. Amakor
,
Konstantin Sonntag
,
Sebastian Peitz
A multiobjective continuation method to compute the regularization path of deep neural networks.
CoRR
(2023)