Vladimir R Kostic
4 papers · 2024–2025 · 3 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
transfer operator
(2)
statistical learning theory
(2)
state representation learning
(1)
concentration inequality
(1)
spectral decomposition
(1)
dynamical system
(1)
operator learning
(1)
infinitesimal generator
(1)
stochastic dynamical system
(1)
koopman operator
(1)
laplace transform
(1)
metric distortion
(1)
bernstein inequality
(1)
eigenvalue deflation
(1)
covariance operator estimation
(1)
generator learning
(1)
time lag
(1)
ergodic dynamical systems
(1)
forecasting error
(1)
markov semigroup
(1)
Papers
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications
AISTATS 2025
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups
ICML 2025
Consistent Long-Term Forecasting of Ergodic Dynamical Systems
ICML 2024
Learning invariant representations of time-homogeneous stochastic dynamical systems
ICLR 2024