Scholar
Vladimir R. Kostic
Google Scholar ID: 66gV7SAAAAAJ
Faculty of Science, Novi Sad; IIT, Genova, Italy
machine learning
numerical linear algebra
computation
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Homepage
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Citations & Impact
All-time
Citations
798
H-index
13
i10-index
17
Publications
20
Co-authors
14
list available
Contact
Email
vladimir.slk@gmail.com
GitHub
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LinkedIn
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Publications
6 items
Toeplitz Based Spectral Methods for Data-driven Dynamical Systems
2026
Cited
0
VertCoHiRF: Decentralized Vertical Clustering Beyond k-means
2026
Cited
0
Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression
2025
Cited
0
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
2025
Cited
0
An Empirical Bernstein Inequality for Dependent Data in Hilbert Spaces and Applications
2025
Cited
0
Demystifying Spectral Feature Learning for Instrumental Variable Regression
2025
Cited
0
Resume (English only)
Background
Associate professor in Applied Mathematics at the Faculty of Science, University of Novi Sad, Serbia
Senior Researcher in the Computational Statistics and Machine Learning group at the Italian Institute of Technology in Genova, Italy
Research focuses on computational mathematics, numerical linear algebra, statistics and machine learning
Particular interest in stochastic processes and dynamical systems
Currently working on developing novel computational methods that harness the power of ML and AI
Co-authors
14 total
Co-author 1
Co-author 2
Karim Lounici
Statistics Professor, Ecole Polytechnique
Lorenzo Rosasco
MaLGa Machine Learning Genoa Center - Università degli Studi di Genova
Claudio Semini
Head of the Dynamic Legged Systems Lab at Istituto Italiano di Tecnologia
Carlos Mastalli
Research Scientist, Heriot-Watt University and IHMC
Timothée Devergne
istituto italiano di tecnologia
Daniel Felipe Ordoñez Apraez
ELLIS, Istituto Italiano di Tecnologia
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