2016
Journal articles
- titre
- Editorial: special issue on computational intelligence for vision and robotics
- auteur
- Jose Garcia-Rodriguez, Isabelle Guyon, Sergio Escalera, Alexandra Psarrou, Andrew Lewis, Miguel Cazorla
- article
- Neural Computing and Applications, 2016, pp.1--2. ⟨10.1007/s00521-016-2330-8⟩
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Conference papers
- titre
- Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits
- auteur
- Baiyu Chen, Sergio Escalera, Isabelle Guyon, Victor Ponce-Lopez, Nihar Shah, Marc Oliu
- article
- European Conference on Computer Vision (ECCV 2016) Workshops, Oct 2016, Amsterdam, Netherlands. pp.419-432, ⟨10.1007/978-3-319-49409-8_33⟩
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- titre
- ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition
- auteur
- Jun Wan, Yibing Zhao, Shuai Zhou, Isabelle Guyon, Sergio Escalera, Stan Z. Li
- article
- CVPR 2016 - IEEE Conference on Computer Vision and Pattern Recognition - Workshops, 2016, Las Vegas, United States
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- titre
- How Machine Learning won the Higgs Boson Challenge
- auteur
- Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau
- article
- European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2016, Bruges, Belgium
- Accès au texte intégral et bibtex
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- titre
- ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016
- auteur
- Sergio Escalera, Mercedes Torres, Brais Martinez, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Georgios Tzimiropoulos, Ciprian Corneou, Marc Oliu, Mohammad Ali Bagheri, Michel Valstar
- article
- The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2016, Las Vegas, United States. ⟨10.1109/CVPRW.2016.93⟩
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- titre
- ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview
- auteur
- Hugo Jair Escalante, Victor Ponce-Lopez, Jun Wan, Michael A. Riegler, Baiyu Chen, Albert Clapes, Sergio Escalera, Isabelle Guyon, Xavier Baró, Pal Halvorsen, Henning Müller, Martha Larson
- article
- ICPR 2016 - 23rd International Conference on Pattern Recognition - Workshops, Dec 2016, Cancun, Mexico. ⟨10.1109/ICPR.2016.7899609⟩
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- titre
- ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results
- auteur
- Victor Ponce-Lopez, Baiyu Chen, Marc Oliu, Ciprian Cornearu, Albert Clapes, Isabelle Guyon, Xavier Baró, Hugo Jair Escalante, Sergio Escalera
- article
- ECCV 2016 - European Conference on Computer Vision - Workshops, 2016, Amsterdam, Netherlands. ⟨10.1007/978-3-319-49409-8_32⟩
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- titre
- From geospatial observations of ocean currents to causal predictors of spatio-economic activity using computer vision and machine learning
- auteur
- Florin Popescu, Stéphane Ayache, Sergio Escalera, Xavier Baró Solé, Cécile Capponi, Patrick Panciatici, Isabelle Guyon
- article
- EGU General Assembly Conference Abstracts, 2016, Vienna, Austria
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- titre
- A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention
- auteur
- Isabelle Guyon, Imad Chaabane, Hugo Jair Escalante, Sergio Escalera, Damir Jajetic, James Robert Lloyd, Nuria Macia, Bisakha Ray, Lukasz Romaszko, Michèle Sebag, Alexander Statnikov, Sebastien Treguer, Evelyne Viegas
- article
- International Conference in Machine Learning (ICML 2016) Workshops, 2016, New-York, United States. pp.1-8
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- titre
- TrackML: a LHC Tracking Machine Learning Challenge
- auteur
- David Rousseau, Paolo Calafiura, Cecile Germain, Vincenzo Innocente, Riccardo Cenci, Michael Kagan, Isabelle Guyon, David Clark, Steven Farrell, Rebecca Carney, Andreas Salzburger, Davide Costanzo, Markus Elsing, Tobias Golling, Tony Tong, Jean-Roch Valéry Vlimant
- article
- International Conference on Computing in High Energy and Nuclear Physics, Oct 2016, San Francisco, United States
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Poster communications
- titre
- The Tracking Machine Learning Challenge
- auteur
- David Rousseau, Cécile Germain, Vincenzo Innocente, Riccardo Cenci, Michael Kagan, Isabelle Guyon, David Clark, Steven Farrell, Rebecca Carney, Andreas Salzburger, Davide Costanzo, Markus Elsing, Tobias Golling, Tony Tong, Jean-Roch Valéry Vlimant, Sandro Wenzel
- article
- NIPS workshop: Challenges in Machine Learning (CiML), Dec 2016, Barcelona, Spain
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2015
Conference papers
- titre
- Automatic Machine Learning (AutoML)
- auteur
- F. Hutter, Balázs Kégl, R. Caruana, I. Guyon, H. Larochelle, E. Viegas
- article
- ICML 2015 Workshop on Resource-Efficient Machine Learning, 32nd International Conference on Machine Learning, Jul 2015, Lille, France
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- titre
- The Higgs Machine Learning Challenge
- auteur
- Claire Adam-Bourdarios, G. Cowan, Cecile Germain-Renaud, Isabelle Guyon, Balázs Kégl, D. Rousseau
- article
- 21st International Conference on Computing in High Energy and Nuclear Physics (CHEP 2015), Apr 2015, Okinawa, Japan. pp.072015, ⟨10.1088/1742-6596/664/7/072015⟩
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- titre
- The ATLAS Higgs Machine Learning Challenge
- auteur
- D. Rousseau, G. Cowan, C. Adam Bourdarios, Balázs Kégl, C. Germain-Renaud, I. Guyon
- article
- 21st International Conference on Computing in High Energy and Nuclear Physics – CHEP2015, Apr 2015, Okinawa, Japan
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Proceedings
- titre
- NIPS 2014 Workshop on High-energy Physics and Machine Learning
- auteur
- Glen Cowan, Cecile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau
- article
- NIPS 2014 Workshop on High-energy Physics and Machine Learning, Dec 2015, Montreal, Canada. 42, , pp.134, 2015, JMLR Workshop and Conference Proceedings
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2014
Conference papers
- titre
- The ATLAS Higgs Boson Machine Learning Challenge
- auteur
- Claire Adam-Bourdarios, Glen Cowan, Cecile Germain, Isabelle Guyon, B. Kegl, David Rousseau
- article
- International Conference on High Energy Physics(ICHEP) Conference, Jul 2014, Valencia, Spain
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- titre
- Introduction to the HEPML Workshop and the HiggsML challenge
- auteur
- Balazs Kégl, David Rousseau, Cécile Germain, Isabelle Guyon, Glen Cowan
- article
- HEPML workshop at NIPS14 - Neural Information Processing Systems Conference, Dec 2014, Montreal, Canada
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- titre
- The Higgs boson machine learning challenge
- auteur
- Claire Adam-Bourdarios, Glen Cowan, Cécile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau
- article
- NIPS 2014 Workshop on High-energy Physics and Machine Learning, Dec 2014, Montreal, Canada. pp.37
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Other publications
- titre
- Learning to discover: the Higgs boson machine learning challenge
- auteur
- Claire Adam-Bourdarios, Glen Cowan, Cecile Germain, Isabelle Guyon, Balázs Kégl, David Rousseau
- article
- 2014, ⟨10.7483/OPENDATA.ATLAS.MQ5J.GHXA⟩
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