Isabelle Guyon
Orcid: 0000-0002-9266-1783
According to our database1,
Isabelle Guyon
authored at least 197 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
On csauthors.net:
Bibliography
2024
Pattern Recognit. Lett., 2024
Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition.
CoRR, 2024
A Historical Handwritten Dataset for Ethiopic OCR with Baseline Models and Human-Level Performance.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Comput. Softw. Big Sci., December, 2023
J. Mach. Learn. Res., 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
Asynchronous Decentralized Bayesian Optimization for Large Scale Hyperparameter Optimization.
Proceedings of the 19th IEEE International Conference on e-Science, 2023
2022
IEEE Trans. Cybern., 2022
IEEE Trans. Affect. Comput., 2022
IEEE Trans. Affect. Comput., 2022
Patterns, 2022
J. Mach. Learn. Res., 2022
Bridging the Gap of AutoGraph Between Academia and Industry: Analyzing AutoGraph Challenge at KDD Cup 2020.
Frontiers Artif. Intell., 2022
Meta-learning from Learning Curves Challenge: Lessons learned from the First Round and Design of the Second Round.
CoRR, 2022
Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design.
CoRR, 2022
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.
CoRR, 2022
Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the ECML/PKDD Workshop on Meta-Knowledge Transfer, 2022
2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
CoRR, 2021
DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification.
BMC Bioinform., 2021
AgEBO-tabular: joint neural architecture and hyperparameter search with autotuned data-parallel training for tabular data.
Proceedings of the International Conference for High Performance Computing, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2021) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), 2021
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the NeurIPS 2022 Competition Track, 2021
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios.
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
Proceedings of the ChaLearn LAP Challenge on Understanding Social Behavior in Dyadic and Small Group Interactions, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021
Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021
2020
Pattern Recognit. Lett., 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
Neurocomputing, 2020
Neurocomputing, 2020
AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data.
CoRR, 2020
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the Business Information Systems Workshops, 2020
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
CoRR, 2019
Proceedings of the NeurIPS 2019 Competition and Demonstration Track, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, 2019
Proceedings of the Cause Effect Pairs in Machine Learning, 2019
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019
Proceedings of the Cause Effect Pairs in Machine Learning, 2019
Proceedings of the Cause Effect Pairs in Machine Learning, 2019
Proceedings of the Cause Effect Pairs in Machine Learning, 2019
2018
IEEE Trans. Affect. Comput., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)".
Expert Syst. J. Knowl. Eng., 2018
CoRR, 2018
First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis.
CoRR, 2018
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning (ECML 2018) and Principles and Practice of Knowledge Discovery in Databases (PKDD 2018), 2018
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest.
Proceedings of the Pattern Recognition and Information Forensics, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 14th IEEE International Conference on e-Science, 2018
2017
Pattern Anal. Appl., 2017
Neural Comput. Appl., 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the Gesture Recognition, 2017
Proceedings of the Gesture Recognition, 2017
2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention.
Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
2014
CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition.
IEEE Trans. Image Process., 2014
Proceedings of the Workshop on High-energy Physics and Machine Learning, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2013
CoRR, 2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
2012
Proceedings of the Unsupervised and Transfer Learning, 2012
Proceedings of the Unsupervised and Transfer Learning, 2012
Proceedings of the Advances in Depth Image Analysis and Applications, 2012
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
2011
Proceedings of the Neural Information Processing Systems (NIPS) Mini-Symposium on Causality in Time Series, 2011
Proceedings of the Active Learning and Experimental Design workshop, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
2010
Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Artificial Intelligence for Development, 2010
2009
Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database.
SIGKDD Explor., 2009
Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009
2008
Neural Networks, 2008
Proceedings of the Causation and Prediction Challenge at WCCI 2008, 2008
2007
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark.
Pattern Recognit. Lett., 2007
Proceedings of the Mining Massive Data Sets for Security, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
Proceedings of the Feature Extraction - Foundations and Applications, 2006
2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
2003
WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
2002
Mach. Learn., 2002
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002
1998
IEEE Trans. Pattern Anal. Mach. Intell., 1998
Pattern classification - <i>By J. Schürmann</i>. Wiley-Interscience, ISBN: 0-471-13534-8.
Pattern Anal. Appl., 1998
1996
Discovering Informative Patterns and Data Cleaning.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
1995
On-line cursive script recognition using time-delay neural networks and hidden Markov models.
Mach. Vis. Appl., 1995
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995
1994
Recognition-based segmentation of on-line run-on handprinted words: Input vs. output segmentation.
Pattern Recognit., 1994
Discovering Informative Patterns and Data Cleaning.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
1993
Int. J. Pattern Recognit. Artif. Intell., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993
1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
Proceedings of the Fifth Annual ACM Conference on Computational Learning Theory, 1992
1991
Pattern Recognit., 1991
Int. J. Pattern Recognit. Artif. Intell., 1991
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
Proceedings of the IJCNN 1990, 1990
1989
Handwritten digit recognition: applications of neural network chips and automatic learning.
IEEE Commun. Mag., 1989
Handwritten Digit Recognition: Applications of Neural Net Chips and Automatic Learning.
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989
1988
Proceedings of the Advances in Neural Information Processing Systems 1, 1988
Proceedings of International Conference on Neural Networks (ICNN'88), 1988
1987
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987