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ORCIDRoel Dobbe
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- affiliation: TU Delft, The Netherlands
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2020 – today
- 2024
[j11]Jeroen Delfos, Anneke Zuiderwijk-van Eijk
, Sander van Cranenburgh, Caspar G. Chorus, Roel I. J. Dobbe:
Integral system safety for machine learning in the public sector: An empirical account. Gov. Inf. Q. 41(3): 101963 (2024)- [j10]Bernd Dudzik, Jasper van der Waa, Pei-Yu Chen, Roel Dobbe, Inago M. D. R. de Troya, Roos M. Bakker, Maaike H. T. de Boer, Quirine T. S. Smit, Davide Dell'Anna, Emre Erdogan, Pinar Yolum, Shihan Wang, Selene Baez Santamaría, Lea Krause, Bart A. Kamphorst:
Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management. J. Artif. Intell. Res. 80: 919-929 (2024) - [j9]Roel Dobbe, Anouk Wolters:
Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds Mach. 34(2): 12 (2024) - [j8]Roel Dobbe, Anouk Wolters:
Correction to: Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds Mach. 34(3): 35 (2024) - [c19]Shan Amin, Sander Renes, Roel Dobbe:
Designing organizational control mechanisms for consequential AI systems: towards a situated methodology (poster). EGOV-CeDEM-ePart-* 2024 - [c18]Mathijs Bodelier, Maria Luce Lupetti, Roel Dobbe, Lise Magnier:
Data sufficient products: speculative design explorations for sustainable digital futures. MindTrek 2024: 188-200 - [i15]Inioluwa Deborah Raji, Roel Dobbe:
Concrete Problems in AI Safety, Revisited. CoRR abs/2401.10899 (2024) - [i14]Adam Dahlgren Lindström, Leila Methnani, Lea Krause, Petter Ericson, Íñigo Martinez de Rituerto de Troya, Dimitri Coelho Mollo, Roel Dobbe:
AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations. CoRR abs/2406.18346 (2024) - 2023
- [c17]Enrico Liscio, Roger Lera-Leri, Filippo Bistaffa, Roel I. J. Dobbe, Catholijn M. Jonker, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Pradeep K. Murukannaiah:
Value Inference in Sociotechnical Systems. AAMAS 2023: 1774-1780 - [c16]Sem Nouws, Íñigo Martinez de Rituerto de Troya, Roel Dobbe, Marijn Janssen:
Diagnosing and Addressing Emergent Harms in the Design Process of Public AI and Algorithmic Systems. DG.O 2023: 679-681 - [c15]Fredrik Heintz, Csaba Csáki, Flávia Bernardini, Roel Dobbe:
Trustworthy AI Governance (panel). EGOV-CeDEM-ePart-* 2023 - [c14]Bogdana Rakova, Roel Dobbe:
Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. FAccT 2023: 491 - [c13]Enrico Liscio, Roger Lera-Leri, Filippo Bistaffa, Roel I. J. Dobbe, Catholijn M. Jonker, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Pradeep K. Murukannaiah:
Inferring Values via Hybrid Intelligence. HHAI 2023: 373-378 - [i13]Bogdana Rakova, Roel Dobbe:
Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. CoRR abs/2305.05733 (2023) - 2022
- [c12]Sem Nouws, Marijn Janssen, Roel Dobbe:
Dismantling Digital Cages: Examining Design Practices for Public Algorithmic Systems. EGOV 2022: 307-322 - [c11]Roel Dobbe:
System Safety and Artificial Intelligence. FAccT 2022: 1584 - [c10]Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding:
Accountable AI for Healthcare IoT Systems. TPS-ISA 2022: 20-28 - [i12]Roel I. J. Dobbe:
System Safety and Artificial Intelligence. CoRR abs/2202.09292 (2022) - 2021
- [j7]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard choices in artificial intelligence. Artif. Intell. 300: 103555 (2021) - [i11]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard Choices in Artificial Intelligence. CoRR abs/2106.11022 (2021) - 2020
- [j6]Michael D. Sankur, Roel Dobbe, Alexandra von Meier, Daniel B. Arnold:
Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems. IEEE Trans. Smart Grid 11(1): 884-894 (2020) - [j5]Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin:
Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning. IEEE Trans. Smart Grid 11(2): 1296-1306 (2020) - [c9]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. AIES 2020: 242 - [c8]Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin:
Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow. ISGT-Europe 2020: 265-269
2010 – 2019
- 2019
- [j4]Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin:
Blind identification of fully observed linear time-varying systems via sparse recovery. Autom. 100: 330-335 (2019) - [j3]Omid Ardakanian, Vincent W. S. Wong, Roel Dobbe, Steven H. Low, Alexandra von Meier, Claire J. Tomlin, Ye Yuan:
On Identification of Distribution Grids. IEEE Trans. Control. Netw. Syst. 6(3): 950-960 (2019) - [c7]Sean Anderson, Patricia Hidalgo-Gonzalez, Roel Dobbe, Claire J. Tomlin:
Distributed Model Predictive Control for Autonomous Droop-Controlled Inverter-Based Microgrids. CDC 2019: 6242-6248 - [i10]Oscar Sondermeijer, Roel Dobbe, Daniel Arnold, Claire J. Tomlin, Tamás Keviczky:
Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. CoRR abs/1902.08594 (2019) - [i9]Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz:
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. CoRR abs/1911.09005 (2019) - 2018
- [b1]Roel Dobbe:
An Integrative Approach to Data-Driven Monitoring and Control of Electric Distribution Networks. University of California, Berkeley, USA, 2018 - [c6]Patricia Hidalgo-Gonzalez, Duncan S. Callaway, Roel Dobbe, Rodrigo Henriquez-Auba, Claire J. Tomlin:
Frequency Regulation in Hybrid Power Dynamics with Variable and Low Inertia due to Renewable Energy. CDC 2018: 1592-1597 - [i8]Roel Dobbe, Werner van Westering, Stephan Liu, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin:
Forecasting-Based State Estimation for Three-Phase Distribution Systems with Limited Sensing. CoRR abs/1806.06024 (2018) - [i7]Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin:
Customized Local Differential Privacy for Multi-Agent Distributed Optimization. CoRR abs/1806.06035 (2018) - [i6]Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin:
Data-Driven Decentralized Optimal Power Flow. CoRR abs/1806.06790 (2018) - [i5]Roel Dobbe, Sarah Dean, Thomas Krendl Gilbert, Nitin Kohli:
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics. CoRR abs/1807.00553 (2018) - 2017
- [c5]Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin:
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. NIPS 2017: 2941-2950 - [i4]Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin:
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. CoRR abs/1707.06334 (2017) - [i3]Omid Ardakanian, Vincent W. S. Wong, Roel Dobbe, Steven H. Low, Alexandra von Meier, Claire J. Tomlin, Ye Yuan:
On Identification of Distribution Grids. CoRR abs/1711.01526 (2017) - [i2]Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin:
Blind Identification of Fully Observed Discrete-Time Linear Time-Varying Systems via Sparse Recovery. CoRR abs/1712.10095 (2017) - 2016
- [j2]Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin:
Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices. IEEE ACM Trans. Comput. Biol. Bioinform. 13(4): 767-777 (2016) - [c4]Margaret P. Chapman, Tyler T. Risom, Anil Aswani, Roel Dobbe, Rosalie C. Sears, Claire J. Tomlin:
A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations. CDC 2016: 2481-2487 - [c3]Roel Dobbe, Daniel Arnold, Stephan Liu, Duncan S. Callaway, Claire J. Tomlin:
Real-Time Distribution Grid State Estimation with Limited Sensors and Load Forecasting. ICCPS 2016: 38:1-38:10 - [i1]Omid Ardakanian, Ye Yuan, Roel Dobbe, Alexandra von Meier, Steven H. Low, Claire J. Tomlin:
Event Detection and Localization in Distribution Grids with Phasor Measurement Units. CoRR abs/1611.04653 (2016) - 2015
- [c2]Roel Dobbe, Young Hwan Chang, James Korkola, Joe W. Gray, Claire J. Tomlin:
Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems. ACC 2015: 4398-4403 - [c1]Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin:
Retrieving common dynamics of gene regulatory networks under various perturbations. CDC 2015: 2531-2536 - 2012
- [j1]Alessandro Abate, Stéphane Vincent, Roel Dobbe, Alberto Silletti, Neal Master, Jeffrey D. Axelrod, Claire J. Tomlin:
A Mathematical Model to Study the Dynamics of Epithelial Cellular Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 9(6): 1607-1620 (2012)
Coauthor Index
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