Maria Fonoberova

24 papers A* 2C 2Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Koopman Reduced-Order Modeling with Confidence Bounds.
SIAM J. Appl. Dyn. Syst.
Ryan Mohr, Maria Fonoberova, Igor Mezic
2024 A* conf
Identifying Equivalent Training Dynamics.
NeurIPS
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
2024 J jnl
Koopman-driven grip force prediction through EMG sensing.
CoRR
Tomislav Bazina, Ervin Kamenar, Maria Fonoberova, Igor Mezic
2023 J jnl
Koopman Learning with Episodic Memory.
CoRR
William T. Redman, Dean Huang, Maria Fonoberova, Igor Mezic
2023 J jnl
On Equivalent Optimization of Machine Learning Methods.
CoRR
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022 — conf
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory.
CDC
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022 J jnl
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory.
CoRR
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2022 A* conf
An Operator Theoretic View On Pruning Deep Neural Networks.
ICLR
William T. Redman, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
2021 J jnl
An Operator Theoretic Perspective on Pruning Deep Neural Networks.
CoRR
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
2021 — conf
Applications of Koopman Mode Analysis to Neural Networks.
AAAI Spring Symposium: MLPS
Ryan Mohr, Maria Fonoberova, Iva Manojlovic, Aleksandr Andrejcuk, Zlatko Drmac, Yannis G. Kevrekidis, Igor Mezic
2021 — conf
Combining Programmable Potentials and Neural Networks for Materials Problems.
AAAI Spring Symposium: MLPS
Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic
2021 C conf
Game Balancing using Koopman-based Learning.
ACC
Allan M. Avila, Maria Fonoberova, João P. Hespanha, Igor Mezic, Daniel Clymer, Jonathan Goldstein, Marco A. Pravia, Daniel Javorsek
2021 J jnl
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression.
Entropy
Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
2020 J jnl
Applications of Koopman Mode Analysis to Neural Networks.
CoRR
Iva Manojlovic, Maria Fonoberova, Ryan Mohr, Aleksandr Andrejcuk, Zlatko Drmac, Yannis G. Kevrekidis, Igor Mezic
2020 C conf
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control.
ACC
Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick
2020 J jnl
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression.
CoRR
Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
2019 J jnl
Extended Dynamic Mode Decomposition with Learned Koopman Eigenfunctions for Prediction and Control.
CoRR
Carl Folkestad, Daniel Pastor, Igor Mezic, Ryan Mohr, Maria Fonoberova, Joel Burdick
2019 J jnl
Spectral Complexity of Directed Graphs and Application to Structural Decomposition.
Complex.
Igor Mezic, Vladimir A. Fonoberov, Maria Fonoberova, Tuhin Sahai
2013 J jnl
Global sensitivity/uncertainty analysis for agent-based models.
Reliab. Eng. Syst. Saf.
Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic
2012 J jnl
Nonlinear Dynamics of Crime and Violence in Urban Settings.
J. Artif. Soc. Soc. Simul.
Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic, Jadranka Mezic, P. Jeffrey Brantingham
2006 J jnl
Optimal Dynamic Multicommodity Flows in Networks.
Electron. Notes Discret. Math.
Dmitrii Lozovanu, Maria Fonoberova
2005 J jnl
Game-Theoretic Approach for Solving Multiobjective Flow Problems on Networks.
Comput. Sci. J. Moldova
Maria Fonoberova, Dmitrii Lozovanu
2005 J jnl
The minimum cost multicommodity flow problem in dynamic networks and an algorithm for its solving.
Comput. Sci. J. Moldova
Maria Fonoberova, Dmitrii Lozovanu
2004 J jnl
The maximum flow in dynamic networks.
Comput. Sci. J. Moldova
Maria Fonoberova, Dmitrii Lozovanu