1 citations · 2 across the 6 of their papers we have counts for
6 papers
Minimal covariance realization and system identification algorithm for a class of stochastic linear switched systems with i.i.d. switching
Elie Rouphael, Manas Mejari, Mihaly Petreczky +1
In this paper, we consider stochastic realization theory of Linear Switched Systems (LSS) with i.i.d. switching. We characterize minimality of stochastic LSSs and show existence an…
Towards stochastic realization theory for Generalized Linear Switched Systems with inputs: decomposition into stochastic and deterministic components and existence and uniqueness of innovation form
Elie Rouphael, Manas Mejari, Mihaly Petreczky +1
In this paper, we study a class of stochastic Generalized Linear Switched System (GLSS), which includes subclasses of jump-Markov, piecewide-linear and Linear Parameter-Varying (LP…
Theoretical Evaluation of Asymmetric Shapley Values for Root-Cause Analysis
Domokos M. Kelen, Mihály Petreczky, Péter Kersch +1
In this work, we examine Asymmetric Shapley Values (ASV), a variant of the popular SHAP additive local explanation method. ASV proposes a way to improve model explanations incorpor…
Learning stability of partially observed switched linear systems
Zheming Wang, Raphaël M. Jungers, Mihály Petreczky +2
This paper deals with learning stability of partially observed switched linear systems under arbitrary switching. Such systems are widely used to describe cyber-physical systems wh…
Rational observers of rational systems
Jana Nemcova, Mihaly Petreczky, Jan H. van Schuppen
Rational observers are to be constructed for rational systems while polynomial observers are to be constructed for polynomial systems. An observer synthesis procedure is formulated…
Minimax Observers for Linear DAEs
Sergiy Zhuk, Mihaly Petreczky
In this note we construct minimax observers for linear stationary DAEs with bounded uncertain inputs, given noisy measurements. We prove a new duality principle and show that a fin…