Mihály Petreczky

Syst. Control. Lett., March, 2023

Realization Theory of Recurrent Neural ODEs using Polynomial System Embeddings.

[BibT_eX]

[DOI]

Syst. Control. Lett., March, 2023

Minimal Realizations of Input-Output Behaviors by LPV State-Space Representations With Affine Dependence.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2023

Loewner functions for bilinear systems.

[BibT_eX]

[DOI]

Pauline Kergus

CoRR, 2023

Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle.

[BibT_eX]

[DOI]

CoRR, 2023

PAC bounds of continuous Linear Parameter-Varying systems related to neural ODEs.

[BibT_eX]

[DOI]

Dániel Rácz

Bálint Daróczy

CoRR, 2023

PAC-Bayesian bounds for learning LTI-ss systems with input from empirical loss.

[BibT_eX]

[DOI]

CoRR, 2023

Learning stability of partially observed switched linear systems.

[BibT_eX]

[DOI]

CoRR, 2023

Explicit construction of the minimum error variance estimator for stochastic LTI-ss systems.

[BibT_eX]

[DOI]

Autom., 2023

Theoretical Evaluation of Asymmetric Shapley Values for Root-Cause Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models.

[BibT_eX]

[DOI]

CoRR, 2022

Noisy Learning for Neural ODEs Acts as a Robustness Locus Widening.

[BibT_eX]

[DOI]

CoRR, 2022

Relating the Network Graphs of State-Space Representations to Granger Causality Conditions.

[BibT_eX]

[DOI]

Proceedings of the Hybrid and Networked Dynamical Systems - Modeling, Analysis and Control, 2022

On minimal LPV state-space representations in innovation form: an algebraic characterization.

[BibT_eX]

[DOI]

Elie Rouphael

Lotfi Belkoura

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Optimal Prediction of Unmeasured Output from Measurable Outputs In LTI Systems.

[BibT_eX]

[DOI]

CoRR, 2021

LPV Modeling of Nonlinear Systems: A Multi-Path Feedback Linearization Approach.

[BibT_eX]

[DOI]

Javad Mohammadpour Velni

Patrick J. W. Koelewijn

CoRR, 2021

Reduced-order modeling of LPV systems in the Loewner framework.

[BibT_eX]

[DOI]

Alireza Fakhrizadeh Esfahani

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

PAC-Bayesian theory for stochastic LTI systems.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Model reduction for linear switched systems with autonomous switching.

[BibT_eX]

[DOI]

Proceedings of the 2021 American Control Conference, 2021

2020

Causality and Network Graph in General Bilinear State-Space Representations.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Model reduction of linear hybrid systems.

[BibT_eX]

[DOI]

Alireza Fakhrizadeh Esfahani

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Improved PAC-Bayesian Bounds for Linear Regression.

[BibT_eX]

[DOI]

Vera Shalaeva

Pascal Germain

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Relationship Between Granger Noncausality and Network Graph of State-Space Representations.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Realization and identification algorithm for stochastic LPV state-space models with exogenous inputs.

[BibT_eX]

[DOI]

Manas Mejari

CoRR, 2019

Consistent and computationally efficient estimation for stochastic LPV state-space models: realization based approach.

[BibT_eX]

[DOI]

Manas Mejari

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Realization theory of recurrent neural networks and rational systems.

[BibT_eX]

[DOI]

Thibault Defourneau

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Realization Theory for a Class of Stochastic Bilinear Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Data-Driven Model Order Reduction of Linear Switched Systems in the Loewner Framework.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2018

Towards efficient maximum likelihood estimation of LPV-SS models.

[BibT_eX]

[DOI]

Pepijn Bastiaan Cox

Autom., 2018

Balanced truncation for linear switched systems.

[BibT_eX]

[DOI]

Christophe Fiter

Adv. Comput. Math., 2018

2017

Minimax Observers for Linear Differential-Algebraic Equations.

[BibT_eX]

[DOI]

Sergiy Zhuk

IEEE Trans. Autom. Control., 2017

Realization Theory for LPV State-Space Representations With Affine Dependence.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Model Reduction for Aperiodically Sampled Data Systems.

[BibT_eX]

[DOI]

Mert Bastug

Laurentiu Hetel

CoRR, 2017

Comparing global input-output behavior of frozen-equivalent LPV state-space models.

[BibT_eX]

[DOI]

CoRR, 2017

Solutions of differential-algebraic equations as outputs of LTI systems: Application to LQ control problems.

[BibT_eX]

[DOI]

Sergiy Zhuk

Autom., 2017

Observer synthesis under time-varying sampling for Lipschitz nonlinear systems.

[BibT_eX]

[DOI]

Autom., 2017

Identifiability of affine linear parameter-varying models.

[BibT_eX]

[DOI]

Autom., 2017

Causality based graph structure of stochastic linear state-space representations.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Minimality of aperiodic sampled data systems.

[BibT_eX]

[DOI]

Mert Bastug

Laurentiu Hetel

Proceedings of the 2017 American Control Conference, 2017

2016

Model Reduction by Nice Selections for Linear Switched Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

Structural properties of LPV to LFR transformation: minimality, input-output behavior and identifiability.

[BibT_eX]

[DOI]

Françoise Lamnabhi-Lagarrigue

CoRR, 2016

Stability analysis of some classes of input-affine nonlinear systems with aperiodic sampled-data control.

[BibT_eX]

[DOI]

Autom., 2016

Reachability and observability reduction for linear switched systems with constrained switching.

[BibT_eX]

[DOI]

Autom., 2016

Rational observers of rational systems.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Observability reduction algorithm for rational systems.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Structural properties of affine LPV to LFR transformation: Minimality, input-output behavior and identifiability.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Moment matching based model reduction for LPV state-space models.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Observability and Observer Design of Partially Observed Petri Nets.

[BibT_eX]

[DOI]

Proceedings of the 5th IFAC Conference on Analysis and Design of Hybrid Systems, 2015

2014

Application of Supervisory Control Synthesis to a Patient Support Table of a Magnetic Resonance Imaging Scanner.

[BibT_eX]

[DOI]

Rolf J. M. Theunissen

Ramon R. H. Schiffelers

Dirk A. van Beek

Jacobus E. Rooda

IEEE Trans Autom. Sci. Eng., 2014

MPC control of water level in a navigation canal - The Cuinchy-Fontinettes case study.

[BibT_eX]

[DOI]

Proceedings of the 13th European Control Conference, 2014

On necessary conditions of instability and design of destabilizing controls.

[BibT_eX]

[DOI]

Denis V. Efimov

Wilfrid Perruquetti

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Model reduction of linear switched systems by restricting discrete dynamics.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Model reduction by moment matching for linear switched systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2014

2013

Realization Theory of Nash Systems.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2013

Realization theory of discrete-time linear switched systems.

[BibT_eX]

[DOI]

Laurent Bako

Autom., 2013

Local Nash Realizations.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Methods & Models in Automation & Robotics, 2013

Infinite horizon control and minimax observer design for linear DAEs.

[BibT_eX]

[DOI]

Sergiy Zhuk

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Affine LPV systems: Realization theory, input-output equations and relationship with linear switched systems.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Theoretical analysis of balanced truncation for linear switched systems.

[BibT_eX]

[DOI]

Rafael Wisniewski

John Leth

Proceedings of the 4th IFAC Conference on Analysis and Design of Hybrid Systems, 2012

2011

Identification of Piecewise Linear Models of Complex Dynamical Systems

[BibT_eX]

[DOI]

Ronald L. Westra

Ralf L. M. Peeters

CoRR, 2011

Partial-realization theory for linear switched systems - A formal power series approach.

[BibT_eX]

[DOI]

Autom., 2011

On the notion of persistence of excitation for linear switched systems.

[BibT_eX]

[DOI]

Laurent Bako

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Realization Theory for Linear Hybrid Systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2010

Generating series for bilinear hybrid systems.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2010

Span-reachability and observability of bilinear hybrid systems.

[BibT_eX]

[DOI]

Autom., 2010

Identifiability of discrete-time linear switched systems.

[BibT_eX]

[DOI]

Laurent Bako

Proceedings of the 13th ACM International Conference on Hybrid Systems: Computation and Control, 2010

2009

Control of input/output discrete-event systems.

[BibT_eX]

[DOI]

Rolf J. M. Theunissen

Proceedings of the 10th European Control Conference, 2009

Rank tests for the observability of discrete-time jump linear systems with inputs.

[BibT_eX]

[DOI]

Ehsan Elhamifar

Proceedings of the American Control Conference, 2009

Sampled-data control of hybrid systems with discrete inputs and outputs.

[BibT_eX]

[DOI]

Proceedings of the 3rd IFAC Conference on Analysis and Design of Hybrid Systems, 2009

Control of Piecewise-Affine Hybrid Systems - Extended abstract.

[BibT_eX]

[DOI]

Pieter J. Collins

Luc C. G. J. M. Habets

Proceedings of the 3rd IFAC Conference on Analysis and Design of Hybrid Systems, 2009

2008

Realization Theory for Discrete-Time Semi-algebraic Hybrid Systems.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Systems: Computation and Control, 11th International Workshop, 2008

2007

Realization theory for linear switched systems: Formal power series approach.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2007

Metrics and Topology for Nonlinear and Hybrid Systems.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Systems: Computation and Control, 10th International Workshop, 2007

Realization theory of stochastic jump-Markov linear systems.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006

Reachability of linear switched systems: Differential geometric approach.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2006

2005

Realization Theory For Bilinear Switched Systems: Formal Power Series Approach.

[BibT_eX]

[DOI]