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Researcher
Tias Guns
- Keywords (Vrije Universiteit Brussel):Economics and applied economics
- Disciplines (Vrije Universiteit Brussel):Agricultural, veterinary and food sciences, Medical and health sciences, Engineering and technology
- Disciplines (KU Leuven):Artificial intelligence
- See also: Tias Guns (KU Leuven)
Affiliations
- Data Analytics Laboratory (Research group)
Member
From4 Jul 2018 → Today - Business technology and Operations (Department)
Member
From1 Oct 2021 → 30 Sep 2023 - Business technology and Operations (Department)
Member
From1 Oct 2021 → 20 Oct 2022 - Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Oct 2020 → Today - Business technology and Operations (Department)
Member
From8 Apr 2019 → 30 Sep 2021 - Business technology and Operations (Department)
Member
From1 Oct 2016 → 30 Sep 2021 - MOBI - Electromobility research centre (Research group)
Member
From1 Oct 2016 → 4 May 2020 - Business technology and Operations (Department)
Member
From1 Oct 2016 → 30 Sep 2018 - Informatics Section (Division)
Member
From1 Sep 2007 → 30 Sep 2018
Projects
1 - 4 of 4
- FRESCO: A FRamework for Explainable Solving and Constraint OptimizationFrom1 Jan 2021 → TodayFunding: FWO research project (including WEAVE projects)
- Hybrid Prediction + OptimisationFrom1 Feb 2020 → 1 Oct 2020Funding: FWO research project (including WEAVE 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
- FWO PostDoc. Mandate Matthias GunsFrom1 Oct 2016 → 30 Sep 2018Funding: FWO fellowships
Publications
1 - 10 of 58
- Efficiently Explaining CSPs with Unsatisfiable Subset Optimization(2023)
Authors: Emilio Gamba, Bart Bogaerts, Tias Guns
Pages: 709-746 - Towards scalable decision-focused learning for combinatorial optimization problems(2023)
Authors: Jayanta Mandi, Tias Guns, Sam Verboven
Number of pages: 166 - Simplifying Step-wise Explanation Sequences(2023)Volume: 280
Authors: Ignace Bleukx, Jo Devriendt, Emilio Gamba, Bart Bogaerts, Tias Guns
Pages: 11:1-11:20Number of pages: 20 - Sudoku Assistant - An AI-powered app to help solve pen-and-paper Sudokus(2023)Volume: 37
Authors: Tias Guns, Milan Pesa, Maxime Mulamba, Ignace Bleukx, Emilio Gamba, Senne Berden
Number of pages: 3 - A framework for step-wise explaining how to solve constraint satisfaction problems(2021)
Authors: Bart Bogaerts, Emilio Gamba, Tias Guns
- Contrastive Losses and Solution Caching for Predict-and-Optimize(2021)Series: IJCAI International Joint Conference on Artificial Intelligence
Authors: Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey Lopez, Tias Guns
Pages: 2833-2840Number of pages: 8 - Using shared sell-through data to forecast wholesaler demand in multi-echelon supply chains(2021)
Authors: Jente Van Belle, Tias Guns, Wouter Verbeke
Pages: 466-479 - Efficiently Explaining CSPs with Unsatisfiable Subset Optimization(2021)Series: IJCAI International Joint Conference on Artificial Intelligence
Authors: Emilio Gamba, Bart Bogaerts, Tias Guns
Pages: 1381-1388Number of pages: 8 - Essays on Demand Forecasting for Optimizing Operational Supply Chain Planning.(2021)
Authors: Jente Van Belle, Lieselot Vanhaverbeke, Tias Guns
- Cost-sensitive learning for profit-driven credit scoring(2020)
Authors: George Petrides, Darie Moldovan, Lize Coenen, Tias Guns, Wouter Verbeke
Pages: 338-350