Roel Dobbe

According to our database, Roel Dobbe authored at least 42 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Correction to: Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context.

Roel Dobbe, Anouk Wolters

Minds Mach., September, 2024

Toward Sociotechnical AI: Mapping Vulnerabilities for Machine Learning in Context.

Roel Dobbe, Anouk Wolters

Minds Mach., June, 2024

Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management.

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

J. Artif. Intell. Res., 2024

Integral system safety for machine learning in the public sector: An empirical account.

Jeroen Delfos, Anneke Zuiderwijk-van Eijk, Sander van Cranenburgh, Caspar G. Chorus, Roel I. J. Dobbe

Gov. Inf. Q., 2024

From Silos to Systems: Process-Oriented Hazard Analysis for AI Systems.

Shalaleh Rismani, Roel Dobbe, AJung Moon

CoRR, 2024

AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations.

Adam Dahlgren Lindström, Leila Methnani, Lea Krause, Petter Ericson, Íñigo Martinez de Rituerto de Troya, Dimitri Coelho Mollo, Roel Dobbe

CoRR, 2024

Concrete Problems in AI Safety, Revisited.

Inioluwa Deborah Raji, Roel Dobbe

CoRR, 2024

Data sufficient products: speculative design explorations for sustainable digital futures.

Mathijs Bodelier, Maria Luce Lupetti, Roel Dobbe, Lise Magnier

Proceedings of the 27th International Academic Mindtrek Conference, 2024

Extending Idioms for Bayesian Network Construction with Qualitative Constraints.

Annet Onnes, Mehdi Dastani, Roel Dobbe, Silja Renooij

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2024

Designing organizational control mechanisms for consequential AI systems: towards a situated methodology (poster).

Shan Amin, Sander Renes, Roel Dobbe

Proceedings of Ongoing Research, 2024

2023

Inferring Values via Hybrid Intelligence.

Enrico Liscio, Roger Lera-Leri, Filippo Bistaffa, Roel I. J. Dobbe, Catholijn M. Jonker, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Pradeep K. Murukannaiah

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits.

Bogdana Rakova, Roel Dobbe

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Trustworthy AI Governance (panel).

Fredrik Heintz, Csaba Csáki, Flávia Bernardini, Roel Dobbe

Proceedings of the Joint Proceedings of Ongoing Research, 2023

Diagnosing and Addressing Emergent Harms in the Design Process of Public AI and Algorithmic Systems.

Sem Nouws, Íñigo Martinez de Rituerto de Troya, Roel Dobbe, Marijn Janssen

Proceedings of the 24th Annual International Conference on Digital Government Research, 2023

Value Inference in Sociotechnical Systems.

Enrico Liscio, Roger Lera-Leri, Filippo Bistaffa, Roel I. J. Dobbe, Catholijn M. Jonker, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Pradeep K. Murukannaiah

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Accountable AI for Healthcare IoT Systems.

Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding

Proceedings of the 4th IEEE International Conference on Trust, 2022

System Safety and Artificial Intelligence.

Roel Dobbe

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Dismantling Digital Cages: Examining Design Practices for Public Algorithmic Systems.

Sem Nouws, Marijn Janssen, Roel Dobbe

Proceedings of the Electronic Government - 21st IFIP WG 8.5 International Conference, 2022

2021

Hard choices in artificial intelligence.

Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz

Artif. Intell., 2021

2020

Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems.

Michael D. Sankur, Roel Dobbe, Alexandra von Meier, Daniel B. Arnold

IEEE Trans. Smart Grid, 2020

Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning.

Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin

IEEE Trans. Smart Grid, 2020

Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow.

Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments.

Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

2019

On Identification of Distribution Grids.

Omid Ardakanian, Vincent W. S. Wong, Roel Dobbe, Steven H. Low, Alexandra von Meier, Claire J. Tomlin, Ye Yuan

IEEE Trans. Control. Netw. Syst., 2019

Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation.

Oscar Sondermeijer, Roel Dobbe, Daniel Arnold, Claire J. Tomlin, Tamás Keviczky

CoRR, 2019

Blind identification of fully observed linear time-varying systems via sparse recovery.

Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin

Autom., 2019

Distributed Model Predictive Control for Autonomous Droop-Controlled Inverter-Based Microgrids.

Sean Anderson, Patricia Hidalgo-Gonzalez, Roel Dobbe, Claire J. Tomlin

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

An Integrative Approach to Data-Driven Monitoring and Control of Electric Distribution Networks.

Roel Dobbe

PhD thesis, 2018

A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics.

Roel Dobbe, Sarah Dean, Thomas Krendl Gilbert, Nitin Kohli

CoRR, 2018

Data-Driven Decentralized Optimal Power Flow.

Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin

CoRR, 2018

Customized Local Differential Privacy for Multi-Agent Distributed Optimization.

Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin

CoRR, 2018

Forecasting-Based State Estimation for Three-Phase Distribution Systems with Limited Sensing.

Roel Dobbe, Werner van Westering, Stephan Liu, Daniel Arnold, Duncan S. Callaway, Claire J. Tomlin

CoRR, 2018

Frequency Regulation in Hybrid Power Dynamics with Variable and Low Inertia due to Renewable Energy.

Patricia Hidalgo-Gonzalez, Duncan S. Callaway, Roel Dobbe, Rodrigo Henriquez-Auba, Claire J. Tomlin

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Blind Identification of Fully Observed Discrete-Time Linear Time-Varying Systems via Sparse Recovery.

Roel Dobbe, Stephan Liu, Ye Yuan, Claire J. Tomlin

CoRR, 2017

Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach.

Roel Dobbe, David Fridovich-Keil, Claire J. Tomlin

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices.

Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

Event Detection and Localization in Distribution Grids with Phasor Measurement Units.

Omid Ardakanian, Ye Yuan, Roel Dobbe, Alexandra von Meier, Steven H. Low, Claire J. Tomlin

CoRR, 2016

Real-Time Distribution Grid State Estimation with Limited Sensors and Load Forecasting.

Roel Dobbe, Daniel Arnold, Stephan Liu, Duncan S. Callaway, Claire J. Tomlin

Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

A model of phenotypic state dynamics initiates a promising approach to control heterogeneous malignant cell populations.

Margaret P. Chapman, Tyler T. Risom, Anil Aswani, Roel Dobbe, Rosalie C. Sears, Claire J. Tomlin

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Retrieving common dynamics of gene regulatory networks under various perturbations.

Young Hwan Chang, Roel Dobbe, Palak Bhushan, Joe W. Gray, Claire J. Tomlin

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Heterogeneity in cancer dynamics: A convex formulation to dissect dynamic trajectories and infer LTV models of networked systems.

Roel Dobbe, Young Hwan Chang, James Korkola, Joe W. Gray, Claire J. Tomlin

Proceedings of the American Control Conference, 2015

2012

A Mathematical Model to Study the Dynamics of Epithelial Cellular Networks.

Alessandro Abate, Stéphane Vincent, Roel Dobbe, Alberto Silletti, Neal Master, Jeffrey D. Axelrod, Claire J. Tomlin

IEEE ACM Trans. Comput. Biol. Bioinform., 2012