| Learning MAX-SAT from contextual examples for combinatorial optimisation M Kumar, S Kolb, S Teso, L De Raedt Artificial Intelligence 314, 103794, 2023 | 19 | 2023 |
| Machine guides, human supervises: Interactive learning with global explanations T Popordanoska, M Kumar, S Teso arXiv preprint arXiv:2009.09723, 2020 | 18 | 2020 |
| Automating personnel rostering by learning constraints using tensors M Kumar, S Teso, P De Causmaecker, L De Raedt 2019 IEEE 31st International Conference on Tools with Artificial …, 2019 | 18 | 2019 |
| Learning constraint programming models from data using generate-and-aggregate M Kumar, S Kolb, T Guns 28th International Conference on Principles and Practice of Constraint …, 2022 | 14 | 2022 |
| Acquiring integer programs from data M Kumar, S Teso, L De Raedt Proceedings of the Twenty-Eighth International Joint Conference on …, 2019 | 12 | 2019 |
| Learning max-sat models from examples using genetic algorithms and knowledge compilation S Berden, M Kumar, S Kolb, T Guns 28th International Conference on Principles and Practice of Constraint …, 2022 | 7 | 2022 |
| Decomposition strategies for constructive preference elicitation P Dragone, S Teso, M Kumar, A Passerini Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 6 | 2018 |
| Learning mixed-integer linear programs from contextual examples M Kumar, S Kolb, L De Raedt, S Teso arXiv preprint arXiv:2107.07136, 2021 | 5 | 2021 |
| Democratizing constraint satisfaction problems through machine learning M Kumar, S Kolb, C Gautrais, L De Raedt Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 16057 …, 2021 | 4 | 2021 |
| Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning T Popordanoska, M Kumar, S Teso arXiv preprint arXiv:2007.10018, 2020 | 2 | 2020 |
| SynthLog: A Language for Synthesising Inductive Data Models Y Dauxais, C Gautrais, A Dries, A Jain, S Kolb, M Kumar, S Teso, ... Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 1 | 2020 |
| Constraint learning using tensor M Kumar, S Teso, P De Causmaecker, L De Raedt EURO, Date: 2018/07/08-2018/07/11, Location: Valencia, 2018 | 1 | 2018 |
| VisualSynth: Democratizing Data Science in Spreadsheets C Gautrais, Y Dauxais, S Kolb, A Jain, M Kumar, S Teso, E Van Wolputte, ... Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | | 2021 |
Stefano TesoSenior Assistant Professor, University of TrentoVerified email at unitn.it
