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authFullName_s : Isabelle Guyon
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Deep Statistical Solvers

Balthazar Donon , Wenzhuo Liu , Antoine Marot , Zhengying Liu , Isabelle Guyon , et al.
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
Conference papers hal-02974541v3
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A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences

Maryam Asadi-Aghbolaghi , Albert Clapes , Marco Bellantonio , Hugo Jair Escalante , Víctor Ponce-López , et al.
FG 2017 - 12th IEEE Conference on Automatic Face and Gesture Recognition, May 2017, Washington, DC, United States. pp.476-483, ⟨10.1109/FG.2017.150⟩
Conference papers hal-01668383v1
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LEAP nets for power grid perturbations

Benjamin Donnot , Balthazar Donon , Isabelle Guyon , Zhengying Liu , Antoine Marot , et al.
ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2019, Bruges, Belgium
Conference papers hal-02268886v1
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Fast Power system security analysis with Guided Dropout

Benjamin Donnot , Isabelle Guyon , Marc Schoenauer , Antoine Marot , Patrick Panciatici
26th European Symposium on Artificial Neural Networks, Apr 2018, Bruges, Belgium
Conference papers hal-01695793v1
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Analysis of the AutoML Challenge series 2015-2018

Isabelle Guyon , Lisheng Sun-Hosoya , Marc Boullé , Hugo Jair Escalante , Sergio Escalera , et al.
Frank Hutter; Lars Kotthoff; Joaquin Vanschoren. AutoML: Methods, Systems, Challenges, Springer Verlag, In press, The Springer Series on Challenges in Machine Learning
Book sections hal-01906197v1

ChaLearn Looking at People: A Review of Events and Resources

Isabelle Guyon , Sergio Escalera , Xavier Baró , Hugo Jair Escalante
2018
Preprints, Working Papers, ... hal-01677944v1
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How Machine Learning won the Higgs Boson Challenge

Claire Adam-Bourdarios , Glen Cowan , Cécile Germain , Isabelle Guyon , Balázs Kégl , et al.
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2016, Bruges, Belgium
Conference papers hal-01423097v1

Editorial: special issue on computational intelligence for vision and robotics

Jose Garcia-Rodriguez , Isabelle Guyon , Sergio Escalera , Alexandra Psarrou , Andrew Lewis , et al.
Neural Computing and Applications, 2016, pp.1--2. ⟨10.1007/s00521-016-2330-8⟩
Journal articles hal-01381150v1

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition

Jun Wan , Yibing Zhao , Shuai Zhou , Isabelle Guyon , Sergio Escalera , et al.
CVPR 2016 - IEEE Conference on Computer Vision and Pattern Recognition - Workshops, 2016, Las Vegas, United States
Conference papers hal-01381151v1

Multi-modal Gesture Recognition Challenge 2013: Dataset and Results

Sergio Escalera , Jordi Gonzàlez , Xavier Baró , Miguel Reyes , Oscar Lopes , et al.
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⟩
Conference papers hal-01381153v1

Chalearn looking at people 2015 new competitions: Age estimation and cultural event recognition

Sergio Escalera , Jordi Gonzàlez , Xavier Baró , Pablo Pardo , Junior Fabian , et al.
2015 International Joint Conference on Neural Networks (IJCNN), 2015, Unknown, Unknown Region. pp.1--8
Conference papers hal-01381161v1

Chalearn looking at people challenge 2014: Dataset and results

Sergio Escalera , Xavier Baró , Jordi Gonzàlez , Miguel A Bautista , Meysam Madadi , et al.
Workshop at the European Conference on Computer Vision, 2014, Unknown, Unknown Region. pp.459--473
Conference papers hal-01381162v1

The ChaLearn gesture dataset (CGD 2011)

Isabelle Guyon , Vassilis Athitsos , Pat Jangyodsuk , Hugo Jair Escalante
Machine Vision and Applications, 2014, 25 (8), pp.1929--1951
Journal articles hal-01381163v1
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AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification

Romain Egele , Romit Maulik , Krishnan Raghavan , Bethany Lusch , Isabelle Guyon , et al.
26TH International Conference on Pattern Recognition, Aug 2022, Montréal, Canada. pp.1908-1914
Conference papers hal-03518597v1
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Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020

Zhen Xu , Lanning Wei , Huan Zhao , Rex Ying , Quanming Yao , et al.
2022
Preprints, Working Papers, ... hal-03629994v1
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CodaLab Competitions: An open source platform to organize scientific challenges

Adrien Pavao , Isabelle Guyon , Anne-Catherine Letournel , Xavier Baró , Hugo Escalante , et al.
[Technical Report] Université Paris-Saclay, FRA. 2022
Reports hal-03629462v1

LEAP Nets for System Identification and Application to Power Systems

Balthazar Donon , Benjamin Donnot , Isabelle Guyon , Zhengying Liu , Antoine Marot , et al.
Neurocomputing, 2020, 416, pp.316-327
Journal articles hal-02422708v1

The Tracking Machine Learning challenge : Accuracy phase

Sabrina Amrouche , Laurent Basara , Paolo Calafiura , Victor Estrade , Steven Farrell , et al.
2019
Preprints, Working Papers, ... hal-02129988v1

Cause Effect Pairs in Machine Learning

Isabelle Guyon , Alexander Statnikov , Berna Bakir Batu
Springer Verlag, 2019, The Springer Series on Challenges in Machine Learning, 978-3-030-21809-6. ⟨10.1007/978-3-030-21810-2⟩
Books hal-02433195v1
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Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019

Zhengying Liu , Zhen Xu , Shangeth Rajaa , Meysam Madadi , Julio C S Jacques , et al.
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Competition and Demonstration Track, Dec 2020, Vancouver / Virtuel, United States. pp.242-252
Conference papers hal-03159795v1
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Overview of the Multimedia Information Processing for Personality and Social Networks Analysis Contest

Gabriela Ramírez , Esaú Villatoro , Bogdan Ionescu , Hugo Jair Escalante , Sergio Escalera , et al.
International Conference on Pattern Recognition (ICPR), Aug 2018, Beijing, China. pp.127-139
Conference papers hal-01991599v1
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Learning To Run a Power Network Competition

Antoine Marot , Balthazar Donon , Isabelle Guyon , Benjamin Donnot
CiML Workshop, NeurIPS, Dec 2018, Montréal, Canada
Conference papers hal-01968295v1
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Towards Automated Computer Vision: Analysis of the AutoCV Challenges 2019

Zhengying Liu , Zhen Xu , Sergio Escalera , Isabelle Guyon , Julio C S Jacques Junior , et al.
Pattern Recognition Letters, 2020, 135, pp.196-203
Journal articles hal-02386805v1

Design and Analysis of the NIPS 2016 Review Process

Nihar B. Shah , Behzad Tabibian , Krikamol Muandet , Isabelle Guyon , Ulrike von Luxburg
2017
Preprints, Working Papers, ... hal-01668377v1
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Systematics aware learning: a case study in High Energy Physics

Victor Estrade , Cécile Germain , Isabelle Guyon , David Rousseau
ESANN 2018 - 26th European Symposium on Artificial Neural Networks, Apr 2018, Bruges, Belgium
Conference papers hal-01715155v1
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Apparent and real age estimation in still images with deep residual regressors on APPA-REAL database

Eirikur Agustsson , Radu Timofte , Sergio Escalera , Xavier Baró , Isabelle Guyon , et al.
FG 2017 - 12th IEEE International Conference on Automatic Face and Gesture Recognition, May 2017, Washington DC, United States. pp.1-12
Conference papers hal-01677892v1

ChaLearn Looking at People and Faces of the World: Face Analysis Workshop and Challenge 2016

Sergio Escalera , Mercedes Torres , Brais Martinez , Xavier Baró , Hugo Jair Escalante , et al.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2016, Las Vegas, United States. ⟨10.1109/CVPRW.2016.93⟩
Conference papers hal-01381152v1

Principal motion components for one-shot gesture recognition

Hugo Jair Escalante , Isabelle Guyon , Vassilis Athitsos , Pat Jangyodsuk , Jun Wan
Pattern Analysis and Applications, 2015, pp.1--16
Journal articles hal-01381159v1

Learning Functional Causal Models with Generative Neural Networks

Olivier Goudet , Diviyan Kalainathan , Philippe Caillou , David Lopez-Paz , Isabelle Guyon , et al.
Explainable and Interpretable Models in Computer Vision and Machine Learning, Springer International Publishing, 2018, Springer Series on Challenges in Machine Learning, 978-3-319-98131-4. ⟨10.1007/978-3-319-98131-4⟩
Book sections hal-01649153v1
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Fast Power system security analysis with Guided Dropout, supplemental material

Benjamin Donnot , Isabelle Guyon , Marc Schoenauer , Antoine Marot , Patrick Panciatici
2017
Preprints, Working Papers, ... hal-01649938v1