Samuel Kolb
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
7
Active years
2017–2022
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | CP | Learning Constraint Programming Models from Data Using Generate-And-Aggregate. | Mohit Kumar, Samuel Kolb, Tias Guns |
| 2022 | CP | Learning MAX-SAT Models from Examples Using Genetic Algorithms and Knowledge Compilation. | Senne Berden, Mohit Kumar, Samuel Kolb, Tias Guns |
| 2021 | AAAI | Democratizing Constraint Satisfaction Problems through Machine Learning. | Mohit Kumar, Samuel Kolb, Clment Gautrais, Luc De Raedt |
| 2021 | IJCAI | Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a Survey. | Paolo Morettin, Pedro Zuidberg Dos Martires, Samuel Kolb, Andrea Passerini |
| 2020 | AAAI | Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation. | Mohit Kumar, Samuel Kolb, Stefano Teso, Luc De Raedt |
| 2020 | AAAI | Learning Weighted Model Integration Distributions. | Paolo Morettin, Samuel Kolb, Stefano Teso, Andrea Passerini |
| 2020 | UAI | Ordering Variables for Weighted Model Integration. | Vincent Derkinderen, Evert Heylen, Pedro Zuidberg Dos Martires, Samuel Kolb, Luc De Raedt |
| 2019 | IJCAI | The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration. | Samuel Kolb, Paolo Morettin, Pedro Zuidberg Dos Martires, Francesco Sommavilla, Andrea Passerini, Roberto Sebastiani, Luc De Raedt |
| 2019 | ICTAI | Learning Linear Programs from Data. | Elias Arnold Schede, Samuel Kolb, Stefano Teso |
| 2019 | UAI | How to Exploit Structure while Solving Weighted Model Integration Problems. | Samuel Kolb, Pedro Zuidberg Dos Martires, Luc De Raedt |
| 2018 | IJCAI | Efficient Symbolic Integration for Probabilistic Inference. | Samuel Kolb, Martin Mladenov, Scott Sanner, Vaishak Belle, Kristian Kersting |
| 2018 | IJCAI | Learning SMT(LRA) Constraints using SMT Solvers. | Samuel Kolb, Stefano Teso, Andrea Passerini, Luc De Raedt |
| 2018 | IDA | Elements of an Automatic Data Scientist. | Luc De Raedt, Hendrik Blockeel, Samuel Kolb, Stefano Teso, Gust Verbruggen |
| 2017 | CIKM | TaCLe: Learning Constraints in Tabular Data. | Sergey Paramonov, Samuel Kolb, Tias Guns, Luc De Raedt |