Vladimir R. Kostic

24 papers A* 4A 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scalable Pseudospectral Analysis via Low-Rank Approximations of Dynamical Systems.
CoRR
Vladimir R. Kostic, Dragana Lj. Cvetkovic, Ljiljana Cvetkovic
2026 J jnl
Toeplitz Based Spectral Methods for Data-driven Dynamical Systems.
CoRR
Vladimir R. Kostic, Karim Lounici, Massimiliano Pontil
2026 J jnl
VertCoHiRF: Decentralized Vertical Clustering Beyond k-means.
CoRR
Bruno Belucci, Karim Lounici, Vladimir R. Kostic, Katia Meziani
2025 J jnl
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems.
CoRR
Thibaut Germain, Rémi Flamary, Vladimir R. Kostic, Karim Lounici
2025 A conf
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications.
AISTATS
Erfan Mirzaei, Andreas Maurer, Vladimir R. Kostic, Massimiliano Pontil
2025 J jnl
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications.
CoRR
Erfan Mirzaei, Andreas Maurer, Vladimir R. Kostic, Massimiliano Pontil
2025 J jnl
Demystifying Spectral Feature Learning for Instrumental Variable Regression.
CoRR
Dimitri Meunier, Antoine Moulin, Jakub Wornbard, Vladimir R. Kostic, Arthur Gretton
2025 A* conf
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups.
ICML
Vladimir R. Kostic, Karim Lounici, Hélène Halconruy, Timothée Devergne, Pietro Novelli, Massimiliano Pontil
2025 J jnl
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression.
CoRR
Dimitri Meunier, Jakub Wornbard, Vladimir R. Kostic, Antoine Moulin, Alek Fröhlich, Karim Lounici, Massimiliano Pontil, Arthur Gretton
2024 A* conf
Consistent Long-Term Forecasting of Ergodic Dynamical Systems.
ICML
Vladimir R. Kostic, Karim Lounici, Prune Inzerilli, Pietro Novelli, Massimiliano Pontil
2024 J jnl
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups.
CoRR
Vladimir R. Kostic, Karim Lounici, Hélène Halconruy, Timothee Devergne, Pietro Novelli, Massimiliano Pontil
2024 A* conf
Learning invariant representations of time-homogeneous stochastic dynamical systems.
ICLR
Vladimir R. Kostic, Pietro Novelli, Riccardo Grazzi, Karim Lounici, Massimiliano Pontil
2024 J jnl
Learning the Infinitesimal Generator of Stochastic Diffusion Processes.
CoRR
Vladimir R. Kostic, Karim Lounici, Hélène Halconruy, Timothee Devergne, Massimiliano Pontil
2024 J jnl
Neural Conditional Probability for Inference.
CoRR
Vladimir R. Kostic, Karim Lounici, Grégoire Pacreau, Pietro Novelli, Giacomo Turri, Massimiliano Pontil
2024 J jnl
QuantFormer: Learning to Quantize for Neural Activity Forecasting in Mouse Visual Cortex.
CoRR
Salvatore Calcagno, Isaak Kavasidis, Simone Palazzo, Marco Brondi, Luca Sità, Giacomo Turri, Daniela Giordano, Vladimir R. Kostic, Tommaso Fellin, Massimiliano Pontil, Concetto Spampinato
2023 J jnl
Deep projection networks for learning time-homogeneous dynamical systems.
CoRR
Vladimir R. Kostic, Pietro Novelli, Riccardo Grazzi, Karim Lounici, Massimiliano Pontil
2023 J jnl
Estimating Koopman operators with sketching to provably learn large scale dynamical systems.
CoRR
Giacomo Meanti, Antoine Chatalic, Vladimir R. Kostic, Pietro Novelli, Massimiliano Pontil, Lorenzo Rosasco
2023 J jnl
The method of randomized Bregman projections for stochastic feasibility problems.
Numer. Algorithms
Vladimir R. Kostic, Saverio Salzo
2022 A* conf
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity.
ICML
Vladimir R. Kostic, Saverio Salzo, Massimiliano Pontil
2021 J jnl
From pseudospectra of diagonal blocks to pseudospectrum of a full matrix.
J. Comput. Appl. Math.
Vladimir R. Kostic, Ljiljana Cvetkovic, Ernest Sanca
2019 — conf
New pseudospectra localizations with application in ecology and vibration analysis.
CCWC
Dragana Lj. Cvetkovic, Ljiljana Cvetkovic, Vladimir R. Kostic
2016 J jnl
An algorithm for computing minimal Geršgorin sets.
Numer. Linear Algebra Appl.
Vladimir R. Kostic, Agnieszka Miedlar, Ljiljana Cvetkovic
2016 J jnl
Pseudospectra localizations and their applications.
Numer. Linear Algebra Appl.
Vladimir R. Kostic, Ljiljana Cvetkovic, Dragana Lj. Cvetkovic
2015 J jnl
On Matrix Nearness Problems: Distance to Delocalization.
SIAM J. Matrix Anal. Appl.
Vladimir R. Kostic, Agnieszka Miedlar, Jeroen J. Stolwijk