Roel Dobbe

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Venues

CoRR

CDC

FAccT

IEEE Trans. Smart Grid

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Roel Dobbe, Anouk Wolters
Correction to: Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds Mach. 34 (3) (2024)
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 (2024)
Inioluwa Deborah Raji, Roel Dobbe
Concrete Problems in AI Safety, Revisited. CoRR (2024)
Roel Dobbe, Anouk Wolters
Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context. Minds Mach. 34 (2) (2024)
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 (2024)
Bogdana Rakova, Roel Dobbe
Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. CoRR (2023)
Fredrik Heintz, Csaba Csáki, Flávia Bernardini, Roel Dobbe
Trustworthy AI Governance (panel). EGOV-CeDEM-ePart-* (2023)
Bogdana Rakova, Roel Dobbe
Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits. FAccT (2023)
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)
Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding
Accountable AI for Healthcare IoT Systems. TPS-ISA (2022)
Roel Dobbe
System Safety and Artificial Intelligence. FAccT (2022)
Sem Nouws, Marijn Janssen, Roel Dobbe
Dismantling Digital Cages: Examining Design Practices for Public Algorithmic Systems. EGOV (2022)
Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
Hard choices in artificial intelligence. Artif. Intell. 300 (2021)
Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
Hard Choices in Artificial Intelligence. CoRR (2021)
Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. AIES (2020)
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) (2020)
Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin
Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow. ISGT-Europe (2020)
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) (2020)
Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments. CoRR (2019)
Oscar Sondermeijer, Roel Dobbe, Daniel Arnold, Claire J. Tomlin, Tamás Keviczky
Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. CoRR (2019)
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) (2019)
Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin
Blind identification of fully observed linear time-varying systems via sparse recovery. Autom. 100 (2019)
Sean Anderson, Patricia Hidalgo-Gonzalez, Roel Dobbe, Claire J. Tomlin
Distributed Model Predictive Control for Autonomous Droop-Controlled Inverter-Based Microgrids. CDC (2019)
Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin
Customized Local Differential Privacy for Multi-Agent Distributed Optimization. CoRR (2018)
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)
Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin
Data-Driven Decentralized Optimal Power Flow. CoRR (2018)
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 (2018)
Roel Dobbe, Sarah Dean, Thomas Krendl Gilbert, Nitin Kohli
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics. CoRR (2018)
Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin
Blind Identification of Fully Observed Discrete-Time Linear Time-Varying Systems via Sparse Recovery. CoRR (2017)
Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. NIPS (2017)
Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach. CoRR (2017)
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 (2017)
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)
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) (2016)
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)
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 (2016)
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)
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)
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) (2012)

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Publication Activity (10 Years)

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Roel Dobbe