Pawel Wachel

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 24

Top Topics

Learning Algorithm

Prior Domain Knowledge

Top Venues

Int. J. Control

Eur. J. Control

Publications

Krzysztof Kowalczyk, Pawel Wachel, Cristian R. Rojas
Kernel-based learning with guarantees for multi-agent applications. CoRR (2024)
Pawel Wachel, Krzysztof Kowalczyk, Cristian R. Rojas
Decentralized diffusion-based learning under non-parametric limited prior knowledge. Eur. J. Control 75 (2024)
Krzysztof Kowalczyk, Pawel Wachel, Cristian R. Rojas
Kernel-Based Learning with Guarantees for Multi-agent Applications. ICCS (3) (2024)
Pawel Wachel, Koen Tiels, Maciej Filinski
Learning low-dimensional separable decompositions of MIMO non-linear systems. Int. J. Control 96 (4) (2023)
Pawel Wachel, Krzysztof Kowalczyk, Cristian R. Rojas
Decentralized diffusion-based learning under non-parametric limited prior knowledge. CoRR (2023)
Dominik Baumann, Krzysztof Kowalczyk, Koen Tiels, Pawel Wachel
A Computationally Lightweight Safe Learning Algorithm. CDC (2023)
Szymon Lagosz, Pawel Wachel, Przemyslaw Sliwinski
A Dual Averaging Algorithm for Online Modeling of Infinite Memory Nonlinear Systems. IEEE Trans. Autom. Control. 68 (9) (2023)
Dominik Baumann, Krzysztof Kowalczyk, Koen Tiels, Pawel Wachel
A computationally lightweight safe learning algorithm. CoRR (2023)
Krzysztof Zajac, Pawel Wachel
Frequency-Supported Neural Networks for Nonlinear Dynamical System Identification. CoRR (2023)
Cristian R. Rojas, Pawel Wachel
On State-Space Representations of General Discrete-Time Dynamical Systems. IEEE Trans. Autom. Control. 67 (12) (2022)
Cristian R. Rojas, Pawel Wachel
On state-space representations of general discrete-time dynamical systems. CoRR (2022)
Przemyslaw Sliwinski, Pawel Wachel, Jerzy W. Rozenblit
Mimicking Learning for 1-NN Classifiers. ICCS (3) (2021)
Maciej Filinski, Pawel Wachel, Koen Tiels
Low-Dimensional Decompositions for Nonlinear Finite Impulse Response Modeling. ICCS (5) (2021)
Szymon Lagosz, Przemyslaw Sliwinski, Pawel Wachel
Identification of Wiener-Hammerstein systems by ℓ1-constrained Volterra series. Eur. J. Control 58 (2021)
Agnieszka Kazimierska, Michal M. Placek, Agnieszka Uryga, Pawel Wachel, Malgorzata Burzynska, Magdalena Kasprowicz
Assessment of Baroreflex Sensitivity Using Time-Frequency Analysis during Postural Change and Hypercapnia. Comput. Math. Methods Medicine 2019 (2019)
Pawel Wachel, Przemyslaw Sliwinski, Zygmunt Hasiewicz
Modeling of switching-mode nonlinear system by exponentially weighted aggregation. MMAR (2019)
Przemyslaw Sliwinski, Anna Marconato, Pawel Wachel, Georgios Birpoutsoukis
Nonlinear system modeling based on constrained Volterra series estimates. CoRR (2018)
Pawel Wachel
Wiener system modelling by exponentially weighted aggregation. Int. J. Control 90 (11) (2017)
Zygmunt Hasiewicz, Pawel Wachel, Grzegorz Mzyk, Bartlomiej Kozdras
Multistage identification of Wiener-Hammerstein system. KKA (2017)
Pawel Wachel, Zygmunt Hasiewicz
Exponentially weighted aggregation of models for Wiener-Hammerstein system modelling. MMAR (2017)
Grzegorz Mzyk, Pawel Wachel
Kernel-based identification of Wiener-Hammerstein system. Autom. 83 (2017)
Szymon Lagosz, Przemyslaw Sliwinski, Pawel Wachel
Aggregative modeling of Wiener systems. MMAR (2016)
Pawel Wachel
Convex aggregative modelling of infinite memory nonlinear systems. Int. J. Control 89 (8) (2016)
Adrian Galeziowski, Przemyslaw Sliwinski, Pawel Wachel
A stochastic approach to contrast detection autofocusing. A 2D case analysis. MMAR (2016)
Pawel Wachel, Przemyslaw Sliwinski
Aggregative Modeling of Nonlinear Systems. IEEE Signal Process. Lett. 22 (9) (2015)
Michal M. Placek, Pawel Wachel, Marek Czosnyka, Martin Soehle, Peter Smielewski, Magdalena Kasprowicz
Complexity of cerebral blood flow velocity and arterial blood pressure in subarachnoid hemorrhage using time-frequency analysis. EMBC (2015)
Przemyslaw Sliwinski, Zygmunt Hasiewicz, Pawel Wachel
A simple scheme for semi-recursive identification of Hammerstein system nonlinearity by Haar wavelets. Int. J. Appl. Math. Comput. Sci. 23 (3) (2013)
Przemyslaw Sliwinski, Krzysztof S. Berezowski, Pawel Wachel, Gilles Sicard, Laurent Fesquet
Empirical Recovery of Input Nonlinearity in Distributed Element Models. ALCOSP (2013)
Przemyslaw Sliwinski, Pawel Wachel
Application of stochastic counterpart optimization to contrast-detection autofocusing. ICACCI (2013)
Zygmunt Hasiewicz, Grzegorz Mzyk, Przemyslaw Sliwinski, Pawel Wachel
Model Selection of Hammerstein System Nonlinearity under Heavy Noise. ALCOSP (2013)
Miroslaw Pawlak, Zygmunt Hasiewicz, Pawel Wachel
On Nonparametric Identification of Wiener Systems. IEEE Trans. Signal Process. 55 (2) (2007)