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sorted by
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Learning To Run a Power Network CompetitionCiML Workshop, NeurIPS, Dec 2018, Montréal, Canada
Conference papers
hal-01968295v1
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Design and Analysis of the NIPS 2016 Review Process2017
Preprints, Working Papers, ...
hal-01668377v1
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Systematics aware learning: a case study in High Energy PhysicsESANN 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 databaseFG 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 resultsWorkshop 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 SolverElectric Power Systems Research, 2020, 189, pp.106547
Journal articles
hal-02372741v1
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Graph Neural Solver for Power SystemsIJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, Hungary
Conference papers
hal-02175989v1
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Multimodal First Impression Analysis with Deep Residual NetworksIEEE Transactions on Affective Computing, 2017, PP (99), pp.1-14. ⟨10.1109/TAFFC.2017.2751469⟩
Journal articles
hal-01668375v1
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The Higgs Machine Learning Challenge21st 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 assessment2018
Preprints, Working Papers, ...
hal-01783685v1
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Design and Analysis of the NIPS 2016 Review ProcessJournal of Machine Learning Research, 2018, 19, pp.1 - 34
Journal articles
hal-01991580v1
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Explainable and interpretable models in computer vision and machine learningSpringer 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 SequencesFG 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 Dropout26th European Symposium on Artificial Neural Networks, Apr 2018, Bruges, Belgium
Conference papers
hal-01695793v1
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Analysis of the AutoML Challenge series 2015-2018Frank 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
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ChaLearn Looking at People: A Review of Events and Resources2018
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 classificationNeurIPS 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 ChallengesInternational Conference on Computer Vision - ICCV 2017, Oct 2017, Venice, Italy
Conference papers
hal-01677974v1
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ActivMetaL: Algorithm Recommendation with Active Meta LearningConference poster hal-01931262v1 |
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Design of an Explainable Machine Learning Challenge for Video InterviewsIJCNN 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 NetworksInternational 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 surveyGesture Recognition, Springer Verlag, pp.539-578, 2017
Book sections
hal-01678006v1
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Principal motion components for one-shot gesture recognitionPattern 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 challengeNIPS 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 recognitionJournal 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 learningMetaLearn workshop @ NeurIPS2018, Dec 2018, Montreal, Canada
Conference papers
hal-01906226v1
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Anticipating contingengies in power grids using fast neural net screeningIEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, Brazil
Conference papers
hal-01783669v1
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