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Diviyan Kalainathan
Diviyan Kalainathan
Verified email at u-psud.fr - Homepage
Title
Cited by
Cited by
Year
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
1042018
Explainable and interpretable models in computer vision and machine learning
HJ Escalante, S Escalera, I Guyon, X Baró, Y Güçlütürk, U Güçlü, ...
Springer International Publishing, 2018
902018
Causal generative neural networks
O Goudet, D Kalainathan, P Caillou, I Guyon, D Lopez-Paz, M Sebag
arXiv preprint arXiv:1711.08936, 2017
382017
Causal discovery toolbox: Uncover causal relationships in python
D Kalainathan, O Goudet
arXiv preprint arXiv:1903.02278, 2019
352019
Sam: Structural agnostic model, causal discovery and penalized adversarial learning
D Kalainathan, O Goudet, I Guyon, D Lopez-Paz, M Sebag
342018
Structural agnostic modeling: Adversarial learning of causal graphs
D Kalainathan, O Goudet, I Guyon, D Lopez-Paz, M Sebag
arXiv preprint arXiv:1803.04929, 2018
282018
Causal Discovery Toolbox: Uncovering causal relationships in Python.
D Kalainathan, O Goudet, R Dutta
J. Mach. Learn. Res. 21 (37), 1-5, 2020
222020
Cause effect Pairs in machine learning
I Guyon, A Statnikov, BB Batu
Springer, 2019
172019
Generative neural networks to infer causal mechanisms: algorithms and applications
D Kalainathan
Université Paris Saclay (COmUE), 2019
102019
Reproducing” world models”. is training the recurrent network really needed
C Tallec, L Blier, D Kalainathan
72018
Portraits de travailleurs
D Kalainathan, O Goudet, P Caillou, M Sebag, P Tubaro, E Bourdu, T Weil
HAL Post-Print, 2017
42017
Les conditions de travail et de santé des actifs agricoles
E Midler, T Bellec, B Isabelle, N Deffontaines, N Hostiou, ...
Actif’Agri. Transformations des emplois et des activités en agriculture, 2019
22019
Learning bivariate functional causal models
O Goudet, D Kalainathan, M Sebag, I Guyon
Cause effect pairs in machine learning, 101-153, 2019
22019
Evaluation Methods of Cause-Effect Pairs
I Guyon, O Goudet, D Kalainathan
Cause Effect Pairs in Machine Learning, 27-99, 2019
22019
Design and Analysis of Experiments: A Challenge Approach in Teaching
A Pavao, D Kalainathan, L Sun-Hosoya, K Bennett, I Guyon
NeurIPS 2019-33th Annual Conference on Neural Information Processing Systems, 2019
12019
Discriminant learning machines
D Kalainathan, O Goudet, M Sebag, I Guyon
Cause Effect Pairs in Machine Learning, 155-189, 2019
12019
Conditions objectives de travail et ressenti des individus: le rôle du management
D Kalainathan, O Goudet, P Caillou, M Sebag, P Tubaro
12017
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
2022
Design and preliminary evaluation of team based competitions in video forecasting
F Popescu, I Guyon, L Sun, D Kalainathan, S Treguer, C Capponi, ...
2017
Project links
D Kalainathan, CD Toolbox
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