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Researcher
Vincent Ginis
- Research Expertise:
Applied Physics
Learning dynamics
Complex systems
- Keywords:Information and communication technology, Educational sciences, Earth sciences and geography, Economics and applied economics, General and logistic services
- Disciplines:Nanomaterials, Electrodynamics, Data mining, Machine learning and decision making, Analysis of algorithms and complexity, Systems theory, modelling and identification, Metamaterials
- Users of research expertise:
Applied Physics
Learning dynamics
Complex systems
Affiliations
- Data Analytics Laboratory (Research group)
Responsible
From4 Jul 2018 → Today - Applied Physics (Research group)
Member
From1 Oct 2010 → Today - R&D centraal (Administrative office)
Member
From3 Jun 2024 → Today - Business technology and Operations (Department)
Member
From1 Jan 2024 → Today - Business technology and Operations (Department)
Member
From1 Oct 2023 → Today - Business technology and Operations (Department)
Member
From23 Apr 2019 → 30 Sep 2023 - Business technology and Operations (Department)
Member
From8 Apr 2019 → 30 Sep 2023 - Business technology and Operations (Department)
Member
From1 Oct 2018 → 20 Oct 2022 - Physics (Department)
Member
From1 Oct 2018 → 30 Sep 2019 - Physics (Department)
Member
From1 Dec 2017 → 30 Sep 2018 - Physics (Department)
Member
From1 Nov 2017 → 30 Sep 2019 - Faculty of Engineering (Faculty)
Member
From22 Jun 2017 → 7 Sep 2017 - Teacher Education (Department)
Member
From1 Oct 2016 → 30 Sep 2018 - Physics (Department)
Member
From1 Oct 2015 → 30 Sep 2016 - Applied Physics and Photonics (Department)
Member
From1 Oct 2009 → 30 Sep 2017 - Faculty of Engineering (Faculty)
Member
From24 Sep 2007 → 3 Jul 2009
Projects
1 - 10 of 12
- House of Sustainable TransitionsFrom1 Jan 2024 → TodayFunding: IOF - technology validation in lab, IOF - mandates
- Conditional Generative Models for Transparent Discrimination Detection and Mitigation in Algorithmic Decision-Making SystemsFrom1 Oct 2023 → TodayFunding: FWO senior postdoctoral fellowship
- An ancestor’s tale: 200 years of wealth inequality and redistributive policyFrom1 Jan 2023 → TodayFunding: BOF - iBOF
- Cascaded-Mode OpticsFrom1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
- IOF GEAR: Artificial Intelligence LabFrom1 Jan 2022 → TodayFunding: IOF - technology validation in real environment, IOF - mandates
- Metasurfaces and Optical Forces: Advanced Manipulation of Microand Nanoparticles at an InterfaceFrom1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
- The interplay between Physics and Artificial Intelligence: an integrated perspective reconciling physical intuition and computational complexityFrom1 Nov 2020 → TodayFunding: FWO fellowships
- COMPASs - COMbining interdisciplinary Perspectives on Artificial intelligent Systems: navigating towards human-centred Artificial IntelligenceFrom1 Nov 2019 → TodayFunding: BOF - projects
- IOF GEAR: RAINboW "Responsible AI for a smart connected world”From21 Dec 2018 → 30 Jun 2022Funding: IOF - mandates, IOF - technology validation in real environment
- Leveraging the Beneficial Use of Intelligent Algorithms in Society: on Intelligibility, Targeted Forgetting and Algorithmic Fairness.From1 Oct 2018 → 28 Feb 2023Funding: FWO fellowships
Publications
1 - 10 of 63
- Step-wise explanations for constraint solving(2024)
Authors: Emilio Gamba, Tias Guns, Bart Bogaerts, Vincent Ginis
Number of pages: 158 - Human decision-making in a non-ergodic additive environment(2023)
Authors: Arne Vanhoyweghen, Vincent Ginis
- LUCID-GAN: Conditional Generative Models to Locate Unfairness(2023)Series: Communications in Computer and Information Science
Authors: Andres Algaba, Carmen Mazijn, Carina Prunkl, Jan Danckaert, Vincent Ginis
Pages: 346-367Number of pages: 22 - A Question of Truth(2023)
Authors: Joke Bauwens, Vincent Ginis, Trisha Meyer, Bart Van Kerkhove, Karl Verstrynge
Number of pages: 170 - A Question of Truth: Introduction(2023)
Authors: Joke Bauwens, Vincent Ginis, Trisha Meyer, Bart Van Kerkhove, Karl Verstrynge
Pages: 15-18Number of pages: 4 - Improving image classification of one-dimensional convolutional neural networks using Hilbert space-filling curves(2023)
Authors: Bert Verbruggen, Vincent Ginis
Pages: 26655–26671 - LUCID: Exposing Algorithmic Bias through Inverse Design(2023)Edition: 12Series: Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023Volume: 37
Authors: Carmen Mazijn, Carina Prunkl, Andres Algaba, Vincent Ginis, Jan Danckaert
Pages: 14391-14399Number of pages: 9 - Een vraag naar waarheid: inleiding(2023)
Authors: Joke Bauwens, Vincent Ginis, Trisha Meyer, Bart Van Kerkhove, Karl Verstrynge
Pages: 15-19Number of pages: 5 - Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies(2023)
Authors: Hannah Pinson, Joeri Lenaerts, Vincent Ginis
Pages: 27876-27906 - Black box revelation(2023)
Authors: Carmen Mazijn, Vincent Ginis, Jan Danckaert
Number of pages: 211