| Analysis of the automl challenge series I Guyon, L Sun-Hosoya, M Boullé, HJ Escalante, S Escalera, Z Liu, ... Automated Machine Learning 177, 177-219, 2019 | 140 | 2019 |
| Towards AutoML in the presence of Drift: first results JG Madrid, HJ Escalante, EF Morales, WW Tu, Y Yu, L Sun-Hosoya, ... arXiv preprint arXiv:1907.10772, 2019 | 33 | 2019 |
| Bisakha Ray, Mehreen Saeed, Michele Sebag, Alexander Statnikov, Wei-Wei Tu, and Evelyne Viegas. Analysis of the AutoML Challenge Series 2015–2018 I Guyon, L Sun-Hosoya, M Boullé, HJ Escalante, S Escalera, Z Liu, ... AutoML, Springer series on Challenges in Machine Learning, 2019 | 33 | 2019 |
| Activmetal: Algorithm recommendation with active meta learning L Sun-Hosoya, I Guyon, M Sebag IAL 2018 workshop, ECML PKDD, 2018 | 21 | 2018 |
| Bisakha Ray, Mehreen Saeed, Michèle Sebag, et al I Guyon, L Sun-Hosoya, M Boullé, HJ Escalante, S Escalera, Z Liu, ... Analysis of the automl challenge series. Automated Machine Learning 177, 2019 | 14 | 2019 |
| Lessons learned from the automl challenge L Sun-Hosoya, I Guyon, M Sebag Conférence sur l'Apprentissage Automatique 2018, 2018 | 8 | 2018 |
| Autodl challenge design and beta tests-towards automatic deep learning Z Liu, O Bousquet, A Elisseeff, S Escalera, I Guyon, J Jacques, A Pavao, ... MetaLearn workshop@ NeurIPS2018, 2018 | 7 | 2018 |
| MetaREVEAL: RL-based meta-learning from learning curves MH Nguyen, N Grinsztajn, I Guyon, L Sun-Hosoya Workshop on Interactive Adaptive Learning co-located with European …, 2021 | 5 | 2021 |
| 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 | 5 | 2019 |
| Bisakha Ray, Mehreen Saeed, Michèle Sebag, et al. 2019. Analysis of the AutoML Challenge Series 2015--2018 I Guyon, L Sun-Hosoya, M Boullé, HJ Escalante, S Escalera, Z Liu, ... Automated Machine Learning, 0 | 5 | |
| Meta-Learning as a Markov Decision Process L Sun-Hosoya Université Paris-Saclay (ComUE), 2019 | 3 | 2019 |
| Automated Machine Learning I Guyon, L Sun-Hosoya, M Boullé, HJ Escalante, S Escalera, Z Liu, ... Springer, 2019 | 3 | 2019 |
| Meta-learning from Learning Curves: Challenge Design and Baseline Results MH Nguyen, L Sun-Hosoya, N Grinsztajn, I Guyon 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 1 | 2022 |
| AutoDL Challenge Design and Beta Tests Z Liu, O Bousquet, A Elisseeff, S Escalera, I Guyon, J Jacques Jr, A Pavao, ... | | |
| ActivMetaL: Algorithm Recommendation L Sun-Hosoya, I Guyon, M Sebag Workshop on Interactive Adaptive Learning, 48, 0 | | |
