Vladimir Kostic
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
koopman operator
(4)
dynamical system
(3)
reduced-rank regression
(2)
spectral decomposition
(2)
molecular dynamics
(1)
stochastic dynamical system
(1)
deep learning architecture
(1)
kernel methods
(1)
dynamics harmonic analysis
(1)
symmetric robotic system
(1)
extended dynamic mode decomposition
(1)
reproducing kernel hilbert space
(1)
operator norm error
(1)
markov chain
(1)
spectral analysis
(1)
random projection
(1)
Papers
Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling
L4DC 2024
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
NeurIPS 2023
Sharp Spectral Rates for Koopman Operator Learning
NeurIPS 2023
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
NeurIPS 2022