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Balázs Csanád Csáji

Institute for Computer Science and Control (from arXiv:1807.08390, 2018) · ORCID · OpenAlex

25 papers in scope · 24 published · 2 on the econ.EM arXiv · 647 citations · h-index 10 (over the papers listed here)

Papers

(1 of 25)

Single image inpainting and super-resolution with simultaneous uncertainty guarantees by universal reproducing kernels
published2025 · Machine Learning · 1 citations
with Bálint Horváth
Machine Learning
Signed-Perturbed Sums Estimation of ARX Systems: Exact Coverage and Strong Consistency
published2025 · 1 citations · first circulated 2024
with Algo Carè, Erik Weyer, Marco C. Campi
publisher
Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression
published2025 · IEEE Transactions on Signal Processing · first circulated 2024
with Szabolcs Szentpéteri
IEEE Transactions on Signal Processing
Sample complexity of the Sign-Perturbed Sums method
published2024 · Automatica · 2 citations
with Szabolcs Szentpéteri
Automatica
Finite-Sample Identification of Linear Regression Models With Residual-Permuted Sums
published2024 · IEEE Control Systems Letters · 2 citations
with Szabolcs Szentpéteri
IEEE Control Systems Letters
Non-asymptotic state-space identification of closed-loop stochastic linear systems using instrumental variables
published2023 · Systems & Control Letters · 9 citations
with Szabolcs Szentpéteri
Systems & Control Letters
Robust Independence Tests With Finite Sample Guarantees for Synchronous Stochastic Linear Systems
published2023 · IEEE Control Systems Letters · 3 citations
with Ambrus Tamás, Dániel Ágoston Bálint
IEEE Control Systems Letters
Sample Complexity of the Sign-Perturbed Sums Identification Method: Scalar Case*
published2023 · IFAC-PapersOnLine · 3 citations
with Szabolcs Szentpéteri
IFAC-PapersOnLine
Improving Kernel-Based Nonasymptotic Simultaneous Confidence Bands
published2023 · IFAC-PapersOnLine · 2 citations
with Bálint Horváth
IFAC-PapersOnLine
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings
published2021 · IEEE Control Systems Letters · 2 citations
with Ambrus Tamás
IEEE Control Systems Letters
Facing undermodelling in Sign-Perturbed-Sums system identification
published2021 · Systems & Control Letters · 11 citations
with Algo Carè, Marco C. Campi, Erik Weyer
Systems & Control Letters
A Sampling-and-Discarding Approach to Stochastic Model Predictive Control for Renewable Energy Systems
published2020 · IFAC-PapersOnLine · 1 citations
with Krisztián Balázs Kis, András Kovács
IFAC-PapersOnLine
Score Permutation Based Finite Sample Inference for Generalized AutoRegressive Conditional Heteroskedasticity (GARCH) Models
working paper2018 · arXiv · 5 citations
Paper profile arXiv arXiv:1807.08390
Towards D-Optimal Input Design for Finite-Sample System Identification
published2018 · IFAC-PapersOnLine · 2 citations
with Sándor Kolumbán
IFAC-PapersOnLine
Undermodelling Detection with Sign-Perturbed Sums
published2017 · IFAC-PapersOnLine · 2 citations
with Algo Carè, Marco C. Campi, Erik Weyer
IFAC-PapersOnLine
Finite-Sample System Identification: An Overview and a New Correlation Method
published2017 · IEEE Control Systems Letters · 58 citations
with Algo Carè, Marco C. Campi, Erik Weyer
IEEE Control Systems Letters
Asymptotic properties of SPS confidence regions
published2017 · Automatica · 39 citations
with Erik Weyer, Marco C. Campi
Automatica
Intelligent control for energy-positive street lighting
published2016 · Energy · 59 citations
with András Kovács, Roland Bátai, Péter Dudás, Borbála Háy, Gianfranco Pedone, Tibor Révész, József Váncza
Energy
Cooperative control in production and logistics
published2015 · Annual Reviews in Control · 82 citations · first circulated 2014
with László Monostori, Paul Valckenaers, Alexandre Dolgui, Hervé Panetto, Mietek A. Brdyś
Annual Reviews in Control
Sign-Perturbed Sums: A New System Identification Approach for Constructing Exact Non-Asymptotic Confidence Regions in Linear Regression Models
published2014 · IEEE Transactions on Signal Processing · 66 citations
with Marco C. Campi, Erik Weyer
IEEE Transactions on Signal Processing
Exploring the mobility of mobile phone users
published2012 · Physica A Statistical Mechanics and its Applications · 235 citations
with Arnaud Browet, Vincent Traag, Jean-Charles Delvenne, Etienne Huens, Paul Van Dooren, Zbigniew Smoreda, Vincent D. Blondel
Physica A Statistical Mechanics and its Applications
Non-Asymptotic Confidence Regions for the Least-Squares Estimate
published2012 · IFAC Proceedings Volumes · 26 citations
with Marco C. Campi, Erik Weyer
IFAC Proceedings Volumes
Recursive Estimation of ARX Systems Using Binary Sensors with Adjustable Thresholds
published2012 · IFAC Proceedings Volumes · 18 citations
with Erik Weyer
IFAC Proceedings Volumes
CERTIFIED SYSTEM IDENTIFICATION towards distribution-free results
published2012 · IFAC Proceedings Volumes · 5 citations
with Marco C. Campi, Simone Garatti, Erik Weyer
IFAC Proceedings Volumes
Stochastic Dynamic Production Control by Neurodynamic Programming
published2006 · CIRP Annals · 13 citations
with László Monostori
CIRP Annals

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.