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Publication search results
found 234 matches
- 2024
- Rodrigo A. González, Siqi Pan, Cristian R. Rojas, James S. Welsh:
Consistency analysis of refined instrumental variable methods for continuous-time system identification in closed-loop. Autom. 166: 111697 (2024) - Tom Oomen, Cristian R. Rojas:
Reset-free data-driven gain estimation: Power iteration using reversed-circulant matrices. Autom. 161: 111505 (2024) - Rodrigo A. González, Koen Classens, Cristian R. Rojas, James S. Welsh, Tom Oomen:
Statistical Analysis of Block Coordinate Descent Algorithms for Linear Continuous-Time System Identification. IEEE Control. Syst. Lett. 8: 388-393 (2024) - Pawel Wachel, Krzysztof Kowalczyk, Cristian R. Rojas:
Decentralized diffusion-based learning under non-parametric limited prior knowledge. Eur. J. Control 75: 100912 (2024) - Javad Parsa, Cristian R. Rojas, Håkan Hjalmarsson:
Transformation of Regressors for Low Coherent Sparse System Identification. IEEE Trans. Autom. Control. 69(5): 2947-2962 (2024) - Federico Dettù, Braghadeesh Lakshminarayanan, Simone Formentin, Cristian R. Rojas:
From Data to Control: A Two-Stage Simulation-Based Approach. ECC 2024: 3428-3433 - Krzysztof Kowalczyk, Pawel Wachel, Cristian R. Rojas:
Kernel-Based Learning with Guarantees for Multi-agent Applications. ICCS (3) 2024: 479-487 - Rodrigo A. González, Koen Classens, Cristian R. Rojas, James S. Welsh, Tom Oomen:
Identification of Additive Continuous-time Systems in Open and Closed-loop. CoRR abs/2401.01263 (2024) - Javad Parsa, Cristian R. Rojas, Håkan Hjalmarsson:
Coherence-based Input Design for Sparse System Identification. CoRR abs/2402.06048 (2024) - Rodrigo A. González, Siqi Pan, Cristian R. Rojas, James S. Welsh:
Consistency analysis of refined instrumental variable methods for continuous-time system identification in closed-loop. CoRR abs/2404.08955 (2024) - Rodrigo A. González, Koen Classens, Cristian R. Rojas, James S. Welsh, Tom Oomen:
Statistical Analysis of Block Coordinate Descent Algorithms for Linear Continuous-time System Identification. CoRR abs/2404.09071 (2024) - Krzysztof Kowalczyk, Pawel Wachel, Cristian R. Rojas:
Kernel-based learning with guarantees for multi-agent applications. CoRR abs/2404.09708 (2024) - Cristian Rojas, Frank Algra-Maschio, Mark Andrejevic, Travis Coan, John Cook, Yuan-Fang Li:
Augmented CARDS: A machine learning approach to identifying triggers of climate change misinformation on Twitter. CoRR abs/2404.15673 (2024) - Jiabao He, Ingvar M. Ziemann, Cristian R. Rojas, Håkan Hjalmarsson:
Finite Sample Analysis for a Class of Subspace Identification Methods. CoRR abs/2404.17331 (2024) - Jiabao He, Cristian R. Rojas, Håkan Hjalmarsson:
Weighted Least-Squares PARSIM. CoRR abs/2405.04250 (2024) - Jiabao He, Cristian R. Rojas, Håkan Hjalmarsson:
A Weighted Least-Squares Method for Non-Asymptotic Identification of Markov Parameters from Multiple Trajectories. CoRR abs/2405.04258 (2024) - 2023
- Matías Rojas, Cristian Sáez, Jorge A. Baier, Miguel Nussbaum, Orlando Guerrero, María Fernanda Rodriguez:
Using Automated Planning to Provide Feedback during Collaborative Problem-Solving. Int. J. Artif. Intell. Educ. 33(4): 1057-1091 (2023) - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
On the Relation Between Discrete and Continuous-Time Refined Instrumental Variable Methods. IEEE Control. Syst. Lett. 7: 2233-2238 (2023) - Javad Parsa, Cristian R. Rojas, Håkan Hjalmarsson:
Application-Oriented Input Design With Low Coherence Constraint. IEEE Control. Syst. Lett. 7: 193-198 (2023) - Javad Parsa, Cristian R. Rojas, Håkan Hjalmarsson:
Coherence-Based Input Design for Nonlinear Systems. IEEE Control. Syst. Lett. 7: 2934-2939 (2023) - Domagoj Vrgoc, Carlos Rojas, Renzo Angles, Marcelo Arenas, Diego Arroyuelo, Carlos Buil-Aranda, Aidan Hogan, Gonzalo Navarro, Cristian Riveros, Juan Romero:
MillenniumDB: An Open-Source Graph Database System. Data Intell. 5(3): 560-610 (2023) - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
Refined instrumental variable methods for unstable continuous-time systems in closed-loop. Int. J. Control 96(10): 2527-2541 (2023) - Augustus Elton, Rodrigo A. González, James S. Welsh, Cristian R. Rojas, Minyue Fu:
Parametric Continuous-Time Blind System Identification. CDC 2023: 1474-1479 - Braghadeesh Lakshminarayanan, Cristian R. Rojas:
Minimax Two-Stage Gradient Boosting for Parameter Estimation. CDC 2023: 1189-1194 - Inês Lourenço, Andreea Bobu, Cristian R. Rojas, Bo Wahlberg:
Diagnosing and Repairing Feature Representations Under Distribution Shifts. CDC 2023: 3638-3645 - Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg:
Optimal Transport for Correctional Learning. CDC 2023: 6806-6812 - Francesco Quinzan, Ashkan Soleymani, Patrick Jaillet, Cristian R. Rojas, Stefan Bauer:
DRCFS: Doubly Robust Causal Feature Selection. ICML 2023: 28468-28491 - Rebecka Winqvist, Inês Lourenço, Francesco Quinzan, Cristian R. Rojas, Bo Wahlberg:
Optimal Transport for Correctional Learning. CoRR abs/2304.01701 (2023) - Rodrigo A. González, Cristian R. Rojas, Siqi Pan, James S. Welsh:
Parsimonious Identification of Continuous-Time Systems: A Block-Coordinate Descent Approach. CoRR abs/2304.03259 (2023) - Rodrigo A. González, Angel L. Cedeño, María Coronel, Juan C. Agüero, Cristian R. Rojas:
An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification. CoRR abs/2304.03314 (2023)
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