default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDValentina Breschi
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
Journal Articles
- 2025
[j24]Riccardo Busetto, Valentina Breschi, Simone Formentin:
Meta-learning for model-reference data-driven control. Autom. 172: 112006 (2025)- [j23]Jessica Leoni, Valentina Breschi, Simone Formentin, Mara Tanelli:
Explainable data-driven modeling via mixture of experts: Towards effective blending of gray and black-box models. Autom. 173: 112066 (2025) - [j22]Alessandro Chiuso, Marco Fabris
, Valentina Breschi, Simone Formentin:
Harnessing uncertainty for a separation principle in direct data-driven predictive control. Autom. 173: 112070 (2025) - [j21]Lisa Piccinin, Valentina Breschi, Chiara Ravazzi, Fabrizio Dabbene, Mara Tanelli:
Innovation Diffusion Dynamics Toward Long-Term Behavioral Shifts. IEEE Control. Syst. Lett. 9: 661-666 (2025) - [j20]Lisa Piccinin, Jessica Leoni, Eugenia Villa, Sabrina Milani, Valentina Breschi, Mara Tanelli, Manuel Colavincenzo, Stefano Martorana:
Learning-based estimation of operators' psycho-physiological state. Expert Syst. Appl. 276: 127097 (2025) - [j19]Eugenia Villa, Oriana Guagliardi, Valentina Breschi, Mara Tanelli:
Fair closed-loop policies for fostering the energy transition: A control-oriented approach. IFAC J. Syst. Control. 32: 100317 (2025) - 2024
- [j18]Per Mattsson, Fabio Bonassi, Valentina Breschi, Thomas B. Schön:
On the Equivalence of Direct and Indirect Data-Driven Predictive Control Approaches. IEEE Control. Syst. Lett. 8: 796-801 (2024) - [j17]Manas Mejari, Valentina Breschi:
Direct Data-Driven Design of LPV Controllers and Polytopic Invariant Sets With Cross-Covariance Noise Bounds. IEEE Control. Syst. Lett. 8: 2427-2432 (2024) - 2023
- [j16]P. C. N. Verheijen, Valentina Breschi, Mircea Lazar:
Handbook of linear data-driven predictive control: Theory, implementation and design. Annu. Rev. Control. 56: 100914 (2023) - [j15]Valentina Breschi, Alessandro Chiuso, Simone Formentin:
Data-driven predictive control in a stochastic setting: a unified framework. Autom. 152: 110961 (2023) - [j14]Daniele Masti, Valentina Breschi, Simone Formentin, Alberto Bemporad:
Auto-tuning of reference models in direct data-driven control. Autom. 155: 111110 (2023) - [j13]Valentina Breschi, Andrea Sassella, Simone Formentin:
Data-Driven Design of Explicit Predictive Controllers With Structural Priors. IEEE Control. Syst. Lett. 7: 1616-1621 (2023) - [j12]Valentina Breschi, Luca Zaccarian, Simone Formentin:
Data-Driven Stabilization of Input-Saturated Systems. IEEE Control. Syst. Lett. 7: 1640-1645 (2023) - [j11]T. O. de Jong, Valentina Breschi, Maarten Schoukens, Simone Formentin:
Data-Driven Model-Reference Control With Closed-Loop Stability: The Output-Feedback Case. IEEE Control. Syst. Lett. 7: 2431-2436 (2023) - [j10]Valentina Breschi, Andrea Sassella, Simone Formentin:
On the Design of Regularized Explicit Predictive Controllers From Input-Output Data. IEEE Trans. Autom. Control. 68(8): 4977-4983 (2023) - 2022
- [j9]Max van Meer, Valentina Breschi, Tom Oomen, Simone Formentin:
Direct data-driven design of LPV controllers with soft performance specifications. J. Frankl. Inst. 359(2): 816-836 (2022) - [j8]Valentina Breschi, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene, Mara Tanelli:
Fostering the Mass Adoption of Electric Vehicles: A Network-Based Approach. IEEE Trans. Control. Netw. Syst. 9(4): 1666-1678 (2022) - 2021
- [j7]Federico Bianchi, Valentina Breschi, Dario Piga, Luigi Piroddi:
Model structure selection for switched NARX system identification: A randomized approach. Autom. 125: 109415 (2021) - 2020
- [j6]Dario Piga, Valentina Breschi, Alberto Bemporad:
Estimation of jump Box-Jenkins models. Autom. 120: 109126 (2020) - [j5]Valentina Breschi, Alberto Bemporad, Ilya V. Kolmanovsky:
Cooperative constrained parameter estimation by ADMM-RLS. Autom. 121: 109175 (2020) - [j4]Valentina Breschi, Simone Formentin, Gianmarco Rallo, Matteo Corno, Sergio M. Savaresi:
Vehicle sideslip estimation via kernel-based LPV identification: Theory and experiments. Autom. 122: 109237 (2020) - [j3]Manas Mejari, Valentina Breschi, Dario Piga:
Recursive Bias-Correction Method for Identification of Piecewise Affine Output-Error Models. IEEE Control. Syst. Lett. 4(4): 970-975 (2020) - 2018
- [j2]Alberto Bemporad, Valentina Breschi, Dario Piga, Stephen P. Boyd:
Fitting jump models. Autom. 96: 11-21 (2018) - 2016
- [j1]Valentina Breschi, Dario Piga, Alberto Bemporad:
Piecewise affine regression via recursive multiple least squares and multicategory discrimination. Autom. 73: 155-162 (2016)
Conference and Workshop Papers
- 2024
- [c27]Gianluca Giacomelli, Alessio La Bella, Marco Lauricella, Valentina Breschi, Riccardo Scattolini:
Hierarchical Model Predictive Control for Waste Heat Recovery in Steel Mills. CCTA 2024: 710-715 - [c26]Thomas de Jong, Valentina Breschi, Maarten Schoukens, Mircea Lazar:
Koopman Data-Driven Predictive Control with Robust Stability and Recursive Feasibility Guarantees. CDC 2024: 140-145 - [c25]Riccardo Busetto, Valentina Breschi, Federica Baracchi, Simone Formentin:
Meta-learning of data-driven controllers with automatic model reference tuning: theory and experimental case study. CDC 2024: 3770-3775 - 2023
- [c24]Riccardo Busetto, Valentina Breschi, Simone Formentin:
META-SMGO-$\Delta$: Similarity as a Prior in Black-Box Optimization. CDC 2023: 1294-1299 - [c23]Valentina Breschi, Alessandro Chiuso, Marco Fabris, Simone Formentin:
On the Impact of Regularization in Data-Driven Predictive Control. CDC 2023: 3061-3066 - [c22]Camilla Quaresmini, Eugenia Villa, Valentina Breschi, Viola Schiaffonati, Mara Tanelli:
Qualification and Quantification of Fairness for Sustainable Mobility Policies. EWAF 2023 - 2022
- [c21]Andrea Sassella, Valentina Breschi, Simone Formentin:
Data-driven design of explicit predictive controllers. CDC 2022: 2821-2826 - [c20]Eugenia Villa, Giacomo Preti, Marco Riva, Valentina Breschi, Mara Tanelli:
Sharing-DNA: a data-driven tool to map the attitude towards sharing services across Europe. ISC2 2022: 1-7 - [c19]Andrea Sassella, Valentina Breschi, Simone Formentin:
Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition. L4DC 2022: 74-85 - 2021
- [c18]Andrea Sassella, Valentina Breschi, Simone Formentin:
Direct data-driven design of switching controllers for constrained systems. ACC 2021: 2355-2360 - [c17]Valentina Breschi, Claudio De Persis, Simone Formentin, Pietro Tesi:
Direct data-driven model-reference control with Lyapunov stability guarantees. CDC 2021: 1456-1461 - [c16]Valentina Breschi, Alberto Bemporad, Ilya V. Kolmanovsky:
An ADMM-based approach for multi-class recursive parameter estimation. CDC 2021: 5169-5174 - [c15]Laura Ferrarotti, Valentina Breschi, Alberto Bemporad:
The benefits of sharing: a cloud-aided performance-driven framework to learn optimal feedback policies. L4DC 2021: 87-98 - [c14]Andrea Sassella, Valentina Breschi, Simone Formentin:
Data-driven design of switching reference governors for brake-by-wire applications. L4DC 2021: 99-110 - [c13]Valentina Breschi, Mara Tanelli, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene:
Designing Effective Policies to Drive the Adoption of Electric Vehicles: a Data-informed Approach. MED 2021: 311-316 - 2020
- [c12]Valentina Breschi, Manas Mejari:
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models. CDC 2020: 1626-1631 - [c11]Valentina Breschi, Daniele Masti, Simone Formentin, Alberto Bemporad:
NAW-NET: neural anti-windup control for saturated nonlinear systems. CDC 2020: 3335-3340 - [c10]Daniele Masti, Valentina Breschi, Simone Formentin, Alberto Bemporad:
Direct data-driven design of neural reference governors. CDC 2020: 4955-4960 - [c9]Valentina Breschi, Mara Tanelli, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene:
Social network analysis of electric vehicles adoption: a data-based approach. ICHMS 2020: 1-4 - [c8]Valentina Breschi, Simone Formentin:
Virtual Reference Feedback Tuning with data-driven reference model selection. L4DC 2020: 37-45 - [c7]Valentina Breschi, Simone Formentin:
Direct Data-Driven Control with Embedded Anti-Windup Compensation. L4DC 2020: 46-54 - 2019
- [c6]Valentina Breschi, Dario Piga, Alberto Bemporad:
Maximum-a-posteriori estimation of jump Box-Jenkins models. CDC 2019: 1532-1537 - [c5]Valentina Breschi, Simone Formentin, Giordano Scarciotti, Alessandro Astolfi:
Simulation-driven fixed-order controller tuning via moment matching. ECC 2019: 2307-2312 - 2018
- [c4]Valentina Breschi, Ilya V. Kolmanovsky, Alberto Bemporad:
Cloud-aided collaborative estimation by ADMM-RLS algorithms for connected diagnostics and prognostics. ACC 2018: 2727-2732 - [c3]Valentina Breschi, Alberto Bemporad, Dario Piga, Stephen P. Boyd:
Prediction error methods in learning jump ARMAX models. CDC 2018: 2247-2252 - 2016
- [c2]Valentina Breschi, Dario Piga, Alberto Bemporad:
Learning hybrid models with logical and continuous dynamics via multiclass linear separation. CDC 2016: 353-358 - [c1]Valentina Breschi, Alberto Bemporad, Dario Piga:
Identification of hybrid and linear parameter varying models via recursive piecewise affine regression and discrimination. ECC 2016: 2632-2637
Informal and Other Publications
- 2025
- [i32]Chiara Ravazzi, Valentina Breschi, Paolo Frasca, Fabrizio Dabbene, Mara Tanelli:
Optimal Policy Design for Repeated Decision-Making under Social Influence. CoRR abs/2503.03657 (2025) - [i31]Lisa Piccinin, Valentina Breschi, Chiara Ravazzi, Fabrizio Dabbene, Mara Tanelli:
Innovation diffusion dynamics toward long-term behavioral shifts. CoRR abs/2503.13044 (2025) - [i30]Gianluca Giacomelli, Simone Formentin, Victor G. Lopez, Matthias A. Müller, Valentina Breschi:
Insights into the explainability of Lasso-based DeePC for nonlinear systems. CoRR abs/2503.19163 (2025) - [i29]Alessandro Colombo, Riccardo Busetto, Valentina Breschi, Marco Forgione, Dario Piga, Simone Formentin:
In-Context Learning for Zero-Shot Speed Estimation of BLDC motors. CoRR abs/2504.00673 (2025) - [i28]Eugenia Villa, Camilla Quaresmini, Valentina Breschi, Viola Schiaffonati, Mara Tanelli:
The epistemic dimension of algorithmic fairness: assessing its impact in innovation diffusion and fair policy making. CoRR abs/2504.02856 (2025) - [i27]Aurelio Raffa Ugolini, Mara Tanelli, Valentina Breschi:
CoCoAFusE: Beyond Mixtures of Experts via Model Fusion. CoRR abs/2505.01105 (2025) - [i26]Domagoj Herceg, Marco DellOro, Riccardo Bertollo, Fuminari Miura, Paul de Klaver, Valentina Breschi, Dinesh Krishnamoorthy, Mauro Salazar:
A Scenario-based Model Predictive Control Scheme for Pandemic Response through Non-pharmaceutical Interventions. CoRR abs/2506.17972 (2025) - 2024
- [i25]Jessica Leoni, Valentina Breschi, Simone Formentin, Mara Tanelli:
Explainable data-driven modeling via mixture of experts: towards effective blending of grey and black-box models. CoRR abs/2401.17118 (2024) - [i24]Aurelio Raffa Ugolini, Valentina Breschi, Andrea Manzoni, Mara Tanelli:
SINDy vs Hard Nonlinearities and Hidden Dynamics: a Benchmarking Study. CoRR abs/2403.00578 (2024) - [i23]Per Mattsson, Fabio Bonassi, Valentina Breschi, Thomas B. Schön:
On the equivalence of direct and indirect data-driven predictive control approaches. CoRR abs/2403.05860 (2024) - [i22]Riccardo Busetto, Valentina Breschi, Federica Baracchi, Simone Formentin:
Meta-learning of data-driven controllers with automatic model reference tuning: theory and experimental case study. CoRR abs/2403.14500 (2024) - [i21]Thomas de Jong, Valentina Breschi, Maarten Schoukens, Mircea Lazar:
Koopman Data-Driven Predictive Control with Robust Stability and Recursive Feasibility Guarantees. CoRR abs/2405.01292 (2024) - [i20]Valentina Breschi, Chiara Ravazzi, Paolo Frasca, Fabrizio Dabbene, Mara Tanelli:
Optimal policy design for decision problems under social influence. CoRR abs/2406.07282 (2024) - [i19]Manas Mejari, Valentina Breschi, Simone Formentin, Dario Piga:
Bias correction and instrumental variables for direct data-driven model-reference control. CoRR abs/2411.05740 (2024) - [i18]Riccardo Busetto, Valentina Breschi, Marco Forgione, Dario Piga, Simone Formentin:
One controller to rule them all. CoRR abs/2411.06482 (2024) - [i17]Jarne J. H. Van Gemert, Valentina Breschi, Doekle R. Yntema, Karel J. Keesman, Mircea Lazar:
Exploiting structural observability and graph colorability for optimal sensor placement in water distribution networks. CoRR abs/2412.09965 (2024) - 2023
- [i16]Valentina Breschi, Alessandro Chiuso, Marco Fabris, Simone Formentin:
On the impact of regularization in data-driven predictive control. CoRR abs/2304.00263 (2023) - [i15]Riccardo Busetto, Valentina Breschi, Simone Formentin:
META-SMGO-Δ: similarity as a prior in black-box optimization. CoRR abs/2305.00438 (2023) - [i14]Valentina Breschi, Simone Formentin, Alberto Leva:
Model predictive control with dynamic move blocking. CoRR abs/2308.07854 (2023) - [i13]Riccardo Busetto, Valentina Breschi, Simone Formentin:
Meta-learning for model-reference data-driven control. CoRR abs/2308.15458 (2023) - [i12]Riccardo Busetto, Valentina Breschi, Marco Forgione, Dario Piga, Simone Formentin:
In-context learning of state estimators. CoRR abs/2312.04509 (2023) - [i11]Alessandro Chiuso, Marco Fabris, Valentina Breschi, Simone Formentin:
Harnessing the Final Control Error for Optimal Data-Driven Predictive Control. CoRR abs/2312.14788 (2023) - 2022
- [i10]Valentina Breschi, Alessandro Chiuso, Simone Formentin:
The role of regularization in data-driven predictive control. CoRR abs/2203.10846 (2022) - [i9]Valentina Breschi, Andrea Sassella, Simone Formentin:
Data-driven design of explicit predictive controllers using model-based priors. CoRR abs/2207.01148 (2022) - [i8]Valentina Breschi, Marco Fabris, Simone Formentin, Alessandro Chiuso:
Uncertainty-aware data-driven predictive control in a stochastic setting. CoRR abs/2211.10321 (2022) - 2021
- [i7]Valentina Breschi, Claudio De Persis, Simone Formentin, Pietro Tesi:
Direct data-driven model-reference control with Lyapunov stability guarantees. CoRR abs/2103.12663 (2021) - [i6]Andrea Sassella, Valentina Breschi, Simone Formentin:
Learning explicit predictive controllers: theory and applications. CoRR abs/2108.08412 (2021) - [i5]Valentina Breschi, Andrea Sassella, Simone Formentin:
On the design of regularized explicit predictive controllers from input-output data. CoRR abs/2110.11808 (2021) - 2020
- [i4]Valentina Breschi, Mara Tanelli, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene:
Social network analysis of electric vehicles adoption: a data-based approach. CoRR abs/2001.09704 (2020) - [i3]Valentina Breschi, Manas Mejari:
Shrinkage Strategies for Structure Selection and Identification of Piecewise Affine Models. CoRR abs/2010.01520 (2020) - 2017
- [i2]Valentina Breschi, Ilya V. Kolmanovsky, Alberto Bemporad:
Cloud-aided collaborative estimation by ADMM-RLS algorithms for connected vehicle prognostics. CoRR abs/1709.07972 (2017) - [i1]Alberto Bemporad, Valentina Breschi, Dario Piga, Stephen P. Boyd:
Fitting Jump Models. CoRR abs/1711.09220 (2017)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-07-13 20:29 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
