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Mohit Kumar
Mohit Kumar
PhD Student, KU Leuven
Dirección de correo verificada de cs.kuleuven.be
Título
Citado por
Citado por
Año
Learning MAX-SAT from contextual examples for combinatorial optimisation
M Kumar, S Kolb, S Teso, L De Raedt
Artificial Intelligence 314, 103794, 2023
192023
Machine guides, human supervises: Interactive learning with global explanations
T Popordanoska, M Kumar, S Teso
arXiv preprint arXiv:2009.09723, 2020
152020
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
152019
Acquiring integer programs from data
M Kumar, S Teso, L De Raedt
Proceedings of the Twenty-Eighth International Joint Conference on …, 2019
112019
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
72022
Learning mixed-integer linear programs from contextual examples
M Kumar, S Kolb, L De Raedt, S Teso
arXiv preprint arXiv:2107.07136, 2021
62021
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
62018
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
52022
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
22021
Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning
T Popordanoska, M Kumar, S Teso
arXiv preprint arXiv:2007.10018, 2020
22020
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
12020
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
12018
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
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