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hal-02957135v3  Journal articles
Zhengying LiuAdrien PavaoZhen XuSergio EscaleraFabio Ferreira et al.  Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2021
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hal-02433201v1  Book sections
Olivier GoudetDiviyan KalainathanMichèle SebagIsabelle Guyon. Learning Bivariate Functional Causal Models
Guyon, Isabelle; Statnikov, Alexander; Batu, Berna Bakir. Cause Effect Pairs in Machine Learning, Springer Verlag, pp.101-153, 2019, The Springer Series on Challenges in Machine Learning, 978-3-030-21809-6. ⟨10.1007/978-3-030-21810-2_3⟩
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hal-02268886v1  Conference papers
Benjamin DonnotBalthazar DononIsabelle GuyonZhengying LiuAntoine Marot et al.  LEAP nets for power grid perturbations
ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium
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hal-01695793v1  Conference papers
Benjamin DonnotIsabelle GuyonMarc SchoenauerAntoine MarotPatrick Panciatici. Fast Power system security analysis with Guided Dropout
26th European Symposium on Artificial Neural Networks, Apr 2018, Bruges, Belgium
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hal-01783669v1  Conference papers
Benjamin DonnotIsabelle GuyonMarc SchoenauerAntoine MarotPatrick Panciatici. Anticipating contingengies in power grids using fast neural net screening
IEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, Brazil
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hal-01811454v1  Conference papers
Lisheng Sun-HosoyaIsabelle GuyonMichèle Sebag. Lessons learned from the AutoML challenge
Conférence sur l'Apprentissage Automatique 2018, Jun 2018, Rouen, France
hal-01381151v1  Conference papers
Jun WanYibing ZhaoShuai ZhouIsabelle GuyonSergio Escalera et al.  ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition
CVPR 2016 - IEEE Conference on Computer Vision and Pattern Recognition - Workshops, 2016, Las Vegas, United States
hal-01381145v1  Conference papers
Isabelle GuyonImad ChaabaneHugo Jair EscalanteSergio EscaleraDamir Jajetic et al.  A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention
International Conference in Machine Learning (ICML 2016) Workshops, 2016, New-York, United States. pp.1-8
hal-01381149v1  Conference papers
Victor Ponce-LopezBaiyu ChenMarc OliuCiprian CornearuAlbert Clapes et al.  ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results
ECCV 2016 - European Conference on Computer Vision - Workshops, 2016, Amsterdam, Netherlands. ⟨10.1007/978-3-319-49409-8_32⟩
hal-01381153v1  Conference papers
Sergio EscaleraJordi GonzàlezXavier BaróMiguel ReyesOscar Lopes et al.  Multi-modal Gesture Recognition Challenge 2013: Dataset and Results
Proceedings of the 15th ACM on International Conference on Multimodal Interaction, 2013, New York, NY, USA, Unknown Region. pp.445--452, ⟨10.1145/2522848.2532595⟩
hal-01381148v1  Conference papers
Baiyu ChenSergio EscaleraIsabelle GuyonVictor Ponce-LopezNihar Shah et al.  Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits
European Conference on Computer Vision (ECCV 2016) Workshops, Oct 2016, Amsterdam, Netherlands. pp.419-432, ⟨10.1007/978-3-319-49409-8_33⟩
hal-01381152v1  Conference papers
Sergio EscaleraMercedes TorresBrais MartinezXavier BaróHugo Jair Escalante et al.  ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2016, Las Vegas, United States. ⟨10.1109/CVPRW.2016.93⟩
hal-01381144v1  Conference papers
Hugo Jair EscalanteVictor Ponce-LopezJun WanMichael A. RieglerBaiyu Chen et al.  ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview
ICPR 2016 - 23rd International Conference on Pattern Recognition - Workshops, Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899609⟩
hal-01422939v1  Conference papers
David RousseauPaolo CalafiuraCecile GermainVincenzo InnocenteRiccardo Cenci et al.  TrackML: a LHC Tracking Machine Learning Challenge
International Conference on Computing in High Energy and Nuclear Physics, Oct 2016, San Francisco, United States
hal-01422941v1  Poster communications
David RousseauCécile GermainVincenzo InnocenteRiccardo CenciMichael Kagan et al.  The Tracking Machine Learning Challenge
NIPS workshop: Challenges in Machine Learning (CiML), Dec 2016, Barcelona, Spain
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hal-01208587v1  Conference papers
Claire Adam-BourdariosGlen CowanCécile GermainIsabelle GuyonBalázs Kégl et al.  The Higgs boson machine learning challenge
NIPS 2014 Workshop on High-energy Physics and Machine Learning, Dec 2014, Montreal, Canada. pp.37
hal-01208543v1  Directions of work or proceedings
Glen CowanCécile GermainIsabelle GuyonBalázs KéglDavid Rousseau. NIPS 2014 Workshop on High-energy Physics and Machine Learning
NIPS 2014 Workshop on High-energy Physics and Machine Learning, Dec 2015, Montreal, Canada. 42, pp.134, 2015, JMLR Workshop and Conference Proceedings
hal-01745998v1  Journal articles
Claire Adam-BourdariosG. CowanCécile GermainIsabelle GuyonBalázs Kégl et al.  The Higgs Machine Learning Challenge
Journal of Physics: Conference Series, IOP Publishing, 2015, 664 (7), ⟨10.1088/1742-6596/664/7/072015⟩
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hal-01423097v1  Conference papers
Claire Adam-BourdariosGlen CowanCécile GermainIsabelle GuyonBalázs Kégl et al.  How Machine Learning won the Higgs Boson Challenge
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2016, Bruges, Belgium
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hal-03159859v1  Journal articles
Sergio EscaleraHugo EscalanteXavier BaróIsabelle GuyonMeysam Madadi et al.  Guest Editorial: Image and Video Inpainting and Denoising
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2020, 42 (5), pp.1021-1024. ⟨10.1109/TPAMI.2020.2971291⟩
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hal-02265053v1  Conference papers
Zhengying LiuIsabelle GuyonJulio JuniorMeysam MadadiSergio Escalera et al.  AutoCV Challenge Design and Baseline Results
CAp 2019 - Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France