Vladimir Kostić

1. Neural Conditional Probability for Uncertainty Quantification
   2024/07/01 by Vladimir Kostić, Kostic, Vladimir R., Karim Lounici +9 · 7 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Neural Networks and Applications #Statistics Theory (math.ST)
2. From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
   2024/06/13 by Timothée Devergne, Devergne, Timothée, Vladimir Kostić +5 · 5 citations
   Mathematics · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical and Theoretical Analysis
3. Slow dynamical modes from static averages
   2025/03/25 by Timothée Devergne, Vladimir Kostić, Massimiliano Pontil +1 · 2 voices · 2 citations
   Neuroscience · Physics and Astronomy · #Neural dynamics and brain function #Spectroscopy and Quantum Chemical Studies #stochastic dynamics and bifurcation
4. Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups
   2024/10/18 by Vladimir Kostić, Karim Lounici, Kostic, Vladimir R. +9 · 2 citations
   Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Statistics Theory (math.ST)
5. Demystifying Spectral Feature Learning for Instrumental Variable Regression
   2025/06/12 by Dimitri Meunier, Antoine Moulin, Meunier, Dimitri +7 · 3 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
6. Dynamics Harmonic Analysis of Robotic Systems: Application in Data-Driven Koopman Modelling
   2023/12/12 by Daniel Ordoñez-Apraez, Vladimir Kostić, Ordoñez-Apraez, Daniel +11 · 1 citation
   Physics and Astronomy · #Model Reduction and Neural Networks
7. Glucose Homeostasis in Huntington Disease
   2008/04/01 by Nebojša M. Lalić, Nebojša Lalić, Jelena Marić +9 · 25 citations
   Neuroscience · Medicine · Biochemistry, Genetics and Molecular Biology · #Genetic Neurodegenerative Diseases #Amyotrophic Lateral Sclerosis Research #Lipid metabolism and biosynthesis