Vladimir Kostic
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (12)
π
Keyword Champion
(2)
Conferences
NIPS (3)
L4DC (1)
Top co-authors
Keywords
koopman operator
(4)
dynamical system
(3)
spectral decomposition
(2)
reduced rank regression
(1)
random projection
(1)
molecular dynamics
(1)
stochastic dynamical system
(1)
reduced-rank regression
(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)
Papers
Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling
L4DC 2024
Sharp Spectral Rates for Koopman Operator Learning
NIPS 2023
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
NIPS 2023
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
NIPS 2022