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Researcher
Samuel Kolb
- Disciplines:Artificial intelligence
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 Oct 2015 → 4 Aug 2020
Projects
1 - 3 of 3
- ClayTech: Powerful data science tasks made accessibleFrom1 Aug 2021 → 31 Jul 2023Funding: IWT / VLAIO personal funding - innovation mandates
- Learning Hybrid Constraints and Using them to Reason EffectivelyFrom1 Jan 2020 → 31 Dec 2020Funding: BOF - postdoctoral mandates
- Representing, solving and learning optimization problems with logical constraintsFrom1 Oct 2015 → 10 Dec 2019Funding: FWO fellowships
Publications
1 - 10 of 20
- Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation(2023)
Authors: Mohit Kumar Mohit Kumar, Samuel Kolb, Luc De Raedt
- Democratizing Constraint Satisfaction Problems through Machine Learning(2021)
Authors: Mohit Kumar Mohit Kumar, Samuel Kolb, Luc De Raedt
Pages: 16057 - 16059Number of pages: 3 - Human-Machine Collaboration for Democratizing Data Science.(2021)
Authors: Clément Gautrais, Yann Dauxais, Samuel Kolb, Gust Verbruggen, Luc De Raedt
Pages: 379 - 402 - Ordering Variables for Weighted Model Integration(2020)
Authors: Vincent Derkinderen, Pedro Zuidberg Dos Martires, Samuel Kolb, Luc De Raedt
Pages: 879 - 888 - VisualSynth: Democratizing Data Science in Spreadsheets(2020)
Authors: Samuel Kolb, Mohit Kumar Mohit Kumar, Elia Van Wolputte, Gust Verbruggen, Luc De Raedt
Pages: 550 - 554 - Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation(2020)
Authors: Mohit Kumar Mohit Kumar, Samuel Kolb, Luc De Raedt
Pages: 4493 - 4500Number of pages: 8 - Learning Linear Programs from Data(2020)
Authors: Samuel Kolb
Pages: 1019 - 1026Number of pages: 8 - Predictive spreadsheet autocompletion with constraints(2020)
Authors: Samuel Kolb, Luc De Raedt
Pages: 307 - 325 - Learning Weighted Model Integration Distributions(2020)
Authors: Paolo Morettin, Samuel Kolb
Pages: 5224 - 5231Number of pages: 8 - How to Exploit Structure while Solving Weighted Model Integration Problems(2020)
Authors: Samuel Kolb, Pedro Zuidberg Dos Martires, Luc De Raedt
Pages: 744 - 754