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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

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
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Towards AutoML in the presence of Drift: first results

Jorge G Madrid , Hugo Jair Escalante , Eduardo F Morales , Wei-Wei Tu , Yang Yu , et al.
Workshop AutoML 2018 @ ICML/IJCAI-ECAI, Pavel Brazdil; Christophe Giraud-Carrier; Isabelle Guyon, Jul 2018, Stockholm, Sweden
Conference papers hal-01966962v1
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Neural Networks for Power Flow : Graph Neural Solver

Balthazar Donon , Rémy Clément , Benjamin Donnot , Antoine Marot , Isabelle Guyon , et al.
Electric Power Systems Research, 2020, 189, pp.106547
Journal articles hal-02372741v1
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Graph Neural Solver for Power Systems

Balthazar Donon , Benjamin Donnot , Isabelle Guyon , Antoine Marot
IJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, Hungary
Conference papers hal-02175989v1

Multimodal First Impression Analysis with Deep Residual Networks

Yağmur Güçlütürk , Umut Güçlü , Xavier Baró , Hugo Jair Escalante , Isabelle Guyon , et al.
IEEE Transactions on Affective Computing, 2017, PP (99), pp.1-14. ⟨10.1109/TAFFC.2017.2751469⟩
Journal articles hal-01668375v1

The Higgs Machine Learning Challenge

Claire Adam-Bourdarios , G. Cowan , Cecile Germain-Renaud , Isabelle Guyon , Balázs Kégl , et al.
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⟩
Conference papers hal-01745998v1
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Optimization of computational budget for power system risk assessment

Benjamin Donnot , Isabelle Guyon , Antoine Marot , Marc Schoenauer , Patrick Panciatici
2018
Preprints, Working Papers, ... hal-01783685v1
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Design and Analysis of the NIPS 2016 Review Process

Nihar Shah , Behzad Tabibian , Krikamol Muandet , Isabelle Guyon , Ulrike von Luxburg
Journal of Machine Learning Research, 2018, 19, pp.1 - 34
Journal articles hal-01991580v1

Explainable and interpretable models in computer vision and machine learning

Hugo Jair Escalante , Sergio Escalera , Isabelle Guyon , Xavier Baró , Yağmur Güçlütürk , et al.
Springer Verlag, 2018, The Springer Series on Challenges in Machine Learning, 9783319981307. ⟨10.1007/978-3-319-98131-4⟩
Books hal-01991623v1
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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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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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Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification

Adrian El Baz , Ihsan Ullah , Edesio Alcobaça , André C. P. L. F. Carvalho , Hong Chen , et al.
NeurIPS 2021 Competition and Demonstration Track, Dec 2021, On-line, United States
Conference papers hal-03688638v1
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Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real versus Fake Expressed Emotions Challenges

Jun Wan , Sergio Escalera , Gholamreza Anbarjafari , Hugo Jair Escalante , Xavier Baró , et al.
International Conference on Computer Vision - ICCV 2017, Oct 2017, Venice, Italy
Conference papers hal-01677974v1
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ActivMetaL: Algorithm Recommendation with Active Meta Learning

Lisheng Sun-Hosoya , Isabelle Guyon , Michèle Sebag
IAL 2018 workshop, ECML PKDD, Sep 2018, Dublin, Ireland. , 2018
Conference poster hal-01931262v1
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Design of an Explainable Machine Learning Challenge for Video Interviews

Hugo Jair Escalante , Isabelle Guyon , Sergio Escalera , Julio Jacques , Meysam Madadi , et al.
IJCNN 2017 - 30th International Joint Conference on Neural Networks, May 2017, Anchorage, AK, United States. pp.1-8, ⟨10.1109/IJCNN.2017.7966320⟩
Conference papers hal-01668386v1
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Visualizing Apparent Personality Analysis with Deep Residual Networks

Yağmur Güçlütürk , Umut Güçlü , Marc Perez , Hugo Jair Escalante Balderas , Xavier Baró , et al.
International Conference on Computer Vision - ICCV 2017, Oct 2017, Venice, Italy
Conference papers hal-01677962v1
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Deep learning for action and gesture recognition in image sequences: a survey

Maryam Asadi-Aghbolaghi , Albert Clapes , Marco Bellantonio , Hugo Jair Escalante , Víctor Ponce-López , et al.
Gesture Recognition, Springer Verlag, pp.539-578, 2017
Book sections hal-01678006v1

Principal motion components for one-shot gesture recognition

Isabelle Guyon , Hugo Jair Escalante , Vassilis Athitsos , Pat Jangyodsuk , Jun Wan
Pattern Analysis and Applications, 2017, 20 (1), pp.167 - 182. ⟨10.1007/s10044-015-0481-3⟩
Journal articles hal-01677941v1
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The TrackML challenge

David Rousseau , Sabrina Amrouche , Paolo Calafiura , Victor Estrade , Steven Farrell , et al.
NIPS 2018 - 32nd Annual Conference on Neural Information Processing Systems, Dec 2018, Montreal, Canada. pp.1-23
Conference papers hal-01745714v1
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Challenges in multimodal gesture recognition

Sergio Escalera , Vassilis Athitsos , Isabelle Guyon
Journal of Machine Learning Research, 2016, 17, pp.1 - 54
Journal articles hal-01678012v1
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AutoDL Challenge Design and Beta Tests-Towards automatic deep learning

Zhengying Liu , Olivier Bousquet , André Elisseeff , Sergio Escalera , Isabelle Guyon , et al.
MetaLearn workshop @ NeurIPS2018, Dec 2018, Montreal, Canada
Conference papers hal-01906226v1
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Anticipating contingengies in power grids using fast neural net screening

Benjamin Donnot , Isabelle Guyon , Marc Schoenauer , Antoine Marot , Patrick Panciatici
IEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, Brazil
Conference papers hal-01783669v1