Learning functional causal models with generative neural networks O Goudet, D Kalainathan, P Caillou, I Guyon, D Lopez-Paz, M Sebag Explainable and interpretable models in computer vision and machine learning …, 2018 | 170 | 2018 |
Causal discovery toolbox: Uncovering causal relationships in python D Kalainathan, O Goudet, R Dutta Journal of Machine Learning Research 21 (37), 1-5, 2020 | 141 | 2020 |
Structural agnostic modeling: Adversarial learning of causal graphs D Kalainathan, O Goudet, I Guyon, D Lopez-Paz, M Sebag Journal of Machine Learning Research 23 (219), 1-62, 2022 | 127* | 2022 |
Causal generative neural networks O Goudet, D Kalainathan, P Caillou, I Guyon, D Lopez-Paz, M Sebag arXiv preprint arXiv:1711.08936, 2017 | 61 | 2017 |
Cause effect pairs in machine learning I Guyon, A Statnikov, BB Batu Springer, 2019 | 32 | 2019 |
A deep learning guided memetic framework for graph coloring problems O Goudet, C Grelier, JK Hao Knowledge-Based Systems 258, 109986, 2022 | 26 | 2022 |
Population-based gradient descent weight learning for graph coloring problems O Goudet, B Duval, JK Hao Knowledge-Based Systems 212, 106581, 2021 | 19 | 2021 |
Worksim: a calibrated agent-based model of the labor market accounting for workers’ stocks and gross flows O Goudet, JD Kant, G Ballot Computational Economics 50, 21-68, 2017 | 19 | 2017 |
Un modèle multi-agent du marché du travail français, outil d’évaluation des politiques de l’emploi: l’exemple du contrat de génération G Ballot, JD Kant, O Goudet Revue économique 67 (4), 733-771, 2016 | 14 | 2016 |
Forbidding fixed duration contracts: Unfolding the opposing consequences with a multi-agent model of the french labor market O Goudet, JD Kant, G Ballot Advances in artificial economics, 151-167, 2014 | 14 | 2014 |
On monte carlo tree search for weighted vertex coloring C Grelier, O Goudet, JK Hao European Conference on Evolutionary Computation in Combinatorial …, 2022 | 10 | 2022 |
Modeling both sides of the French labor market with adaptive agents under bounded rationality G Ballot, JD Kant, O Goudet The 25th Annual Conference of the EAEPE (European Association for …, 2013 | 9 | 2013 |
Learning bivariate functional causal models O Goudet, D Kalainathan, M Sebag, I Guyon Cause effect pairs in machine learning, 101-153, 2019 | 8 | 2019 |
Worksim: An agent-based model of labor markets JD Kant, G Ballot, O Goudet Journal of Artificial Societies and Social Simulation 23 (4), 2020 | 6 | 2020 |
Evaluation methods of cause-effect pairs I Guyon, O Goudet, D Kalainathan Cause Effect Pairs in Machine Learning, 27-99, 2019 | 5 | 2019 |
Portraits de travailleurs D Kalainathan, O Goudet, P Caillou, M Sebag, P Tubaro, E Bourdu, T Weil HAL Post-Print, 2017 | 5 | 2017 |
La modélisation multi-agent du marché du travail français O Goudet Université Pierre et Marie Curie-Paris VI, 2015 | 5 | 2015 |
Monte carlo tree search with adaptive simulation: A case study on weighted vertex coloring C Grelier, O Goudet, JK Hao European Conference on Evolutionary Computation in Combinatorial …, 2023 | 3 | 2023 |
New Bounds and Constraint Programming Models for the Weighted Vertex Coloring Problem O Goudet, C Grelier, D Lesaint Proceedings of the 32nd International Joint Conference on Artificial …, 2023 | 3 | 2023 |
A memetic algorithm for deinterleaving pulse trains J Pinsolle, O Goudet, C Enderli, JK Hao European Conference on Evolutionary Computation in Combinatorial …, 2023 | 2 | 2023 |