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Bevanda, Petar
5 publications
L4DC
2025
Kernel-Based Optimal Control: An Infinitesimal Generator Approach
Petar Bevanda
,
Nicolas Hoischen
,
Tobias Wittmann
,
Jan Brudigam
,
Sandra Hirche
,
Boris Houska
AISTATS
2025
Koopman-Equivariant Gaussian Processes
Petar Bevanda
,
Max Beier
,
Alexandre Capone
,
Stefan Georg Sosnowski
,
Sandra Hirche
,
Armin Lederer
NeurIPS
2025
Sequence Modeling with Spectral Mean Flows
Jinwoo Kim
,
Max Beier
,
Petar Bevanda
,
Nayun Kim
,
Seunghoon Hong
ICMLW
2024
Gaussian Process-Based Representation Learning via Timeseries Symmetries
Petar Bevanda
,
Max Beier
,
Armin Lederer
,
Alexandre Capone
,
Stefan Georg Sosnowski
,
Sandra Hirche
NeurIPS
2023
Koopman Kernel Regression
Petar Bevanda
,
Max Beier
,
Armin Lederer
,
Stefan Sosnowski
,
Eyke Hüllermeier
,
Sandra Hirche