Isabelle Guyon

发表

Principal motion components for one-shot gesture recognition

Isabelle Guyon, Jun Wan, Hugo Jair Escalante, 2017, Pattern Analysis and Applications.

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1988 .

ChaLearn gesture challenge: Design and first results

Isabelle Guyon, Hugo Jair Escalante, Vassilis Athitsos, 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos pdf

Stéphane Ayache, Sergio Escalera, Xavier Baró, 2018, ArXiv.

Writer-adaptation for on-line handwritten character recognition

Isabelle Guyon, Nada Matic, John S. Denker, 1993, Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93).

Visualizing Apparent Personality Analysis with Deep Residual Networks

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

JMLR Workshop and Conference Proceedings: Volume 6

Isabelle Guyon, Bernhard Schölkopf, Dominik Janzing, 2008, NIPS 2008.

The ChaLearn gesture dataset (CGD 2011)

Isabelle Guyon, Hugo Jair Escalante, Vassilis Athitsos, 2014, Machine Vision and Applications.

On-line cursive script recognition using time-delay neural networks and hidden Markov models

Isabelle Guyon, Markus Schenkel, Donnie Henderson, 2005, Machine Vision and Applications.

A Stability Based Method for Discovering Structure in Clustered Data

Isabelle Guyon, André Elisseeff, Asa Ben-Hur, 2001, Pacific Symposium on Biocomputing.

What Size Test Set Gives Good Error Rate Estimates?

Isabelle Guyon, Richard M. Schwartz, John Makhoul, 1998, IEEE Trans. Pattern Anal. Mach. Intell..

Taking Human out of Learning Applications: A Survey on Automated Machine Learning pdf

Isabelle Guyon, Yang Yu, Qiang Yang, 2018, 1810.13306.

Development Projects for the CausalityWorkbench

Isabelle Guyon, Alexander R. Statnikov, Jean-Philippe Pellet, 2010, AAAI Spring Symposium: Artificial Intelligence for Development.

Assessing privacy and quality of synthetic health data

Isabelle Guyon, Kristin P. Bennett, Ritik Dutta, 2019, AIDR.

Penacée: A Neural Net System for Recognizing On-Line Handwriting

Isabelle Guyon, J. Bromley, N. Matić, 1996 .

Comparison of classifier methods: a case study in handwritten digit recognition

Isabelle Guyon, Harris Drucker, Yann LeCun, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

Neural Network Recognizer for Hand-Written Zip Code Digits

Isabelle Guyon, Lawrence D. Jackel, Henry S. Baird, 1988, NIPS.

Design of the 2015 ChaLearn AutoML challenge

Sergio Escalera, Isabelle Guyon, Gavin C. Cawley, 2015, IJCNN.

Introducing machine learning for power system operation support pdf

Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, 2017, ArXiv.

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Hardware requirements for neural-net optical character recognition

Isabelle Guyon, Lawrence D. Jackel, Yann LeCun, 1990, 1990 IJCNN International Joint Conference on Neural Networks.

Results and Analysis of the ChaLearn Gesture Challenge 2012

Isabelle Guyon, Hugo Jair Escalante, Vassilis Athitsos, 2012, WDIA.

Practical Feature Selection: from Correlation to Causality

Isabelle Guyon, Isabelle M Guyon, 2007, NATO ASI Mining Massive Data Sets for Security.

On-line cursive script recognition using time-delay neural networks and hidden Markov models

Isabelle Guyon, Markus Schenkel, Donnie Henderson, 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

Engineering applications of spin glass concepts

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Results of the Active Learning Challenge

Isabelle Guyon, Gavin C. Cawley, Vincent Lemaire, 2011, Active Learning and Experimental Design @ AISTATS.

Design of a linguistic postprocessor using variable memory length Markov models

Isabelle Guyon, Fernando Pereira, Fernando C Pereira, 1995, Proceedings of 3rd International Conference on Document Analysis and Recognition.

Analysis of the IJCNN 2011 UTL challenge

David W. Aha, Isabelle Guyon, Daniel L. Silver, 2012, Neural Networks.

Recognition-based segmentation of on-line run-on handprinted words: Input vs. output segmentation

Isabelle Guyon, Markus Schenkel, Donnie Henderson, 1994, Pattern Recognit..

First Connectomics Challenge: From Imaging to Connectivity

Isabelle Guyon, Vincent Lemaire, Jordi Soriano, 2015, Neural Connectomics.

Support Vector Clustering

Isabelle Guyon, Alexander Statnikov, Douglas P Hardin, 2011 .

Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)"

Andrew Lewis, Sergio Escalera, Isabelle Guyon, 2018, Expert Syst. J. Knowl. Eng..

Multi-modal gesture recognition challenge 2013: dataset and results

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2013, ICMI '13.

AutoML @ NeurIPS 2018 challenge: Design and Results pdf

Isabelle Guyon, Qiang Yang, Hugo Jair Escalante, 2019, ArXiv.

Optimization of computational budget for power system risk assessment

Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, 2018, 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe).

Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database

Isabelle Guyon, Marc Boullé, Vincent Lemaire, 2009, SKDD.

Agnostic Learning vs. Prior Knowledge Challenge

Isabelle Guyon, Gavin C. Cawley, Gideon Dror, 2007, 2007 International Joint Conference on Neural Networks.

ChaLearn looking at people: A review of events and resources

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

High Order Neural Networks for Efficient Associative Memory Design

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987, NIPS.

WANDA: A generic Framework applied in Forensic Handwriting Analysis and Writer Identification

Isabelle Guyon, Louis Vuurpijl, Lambert Schomaker, 2003, HIS.

Proceedings of the 2008th International Conference on Causality: Objectives and Assessment - Volume 6

Isabelle Guyon, Bernhard Schölkopf, Dominik Janzing, 2008 .

Unsupervised and transfer learning challenge

David W. Aha, Isabelle Guyon, Vincent Lemaire, 2011, The 2011 International Joint Conference on Neural Networks.

UNIPEN project of on-line data exchange and recognizer benchmarks

Isabelle Guyon, Lambert Schomaker, Réjean Plamondon, 1994, Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5).

First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis pdf

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2018, ArXiv.

Design of a neural network character recognizer for a touch terminal

Isabelle Guyon, Yann LeCun, John S. Denker, 1991, Pattern Recognit..

Design of an explainable machine learning challenge for video interviews

Stéphane Ayache, Sergio Escalera, Xavier Baró, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Proceedings of the 2011 International Conference on KDD Cup 2011 - Volume 18

Isabelle Guyon, Marc Boullé, Gideon Dror, 2009 .

Proceedings of the 12th International Conference on Neural Information Processing Systems (NIPS)Mini-Symposium on Causality in Time Series

Isabelle Guyon, Florin Popescu, 2009, NIPS 2009.

Assessment Methods

Isabelle Guyon, Gérard Dreyfus, G. Dreyfus, 2018, A Practical Guide to Toxicology and Human Health Risk Assessment.

Demonstrations and live evaluation for the gesture recognition challenge

Isabelle Guyon, Vassilis Athitsos, 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

Recognition-Based Segmentation of On-Line Hand-Printed Words

Isabelle Guyon, Markus Schenkel, Donnie Henderson, 1992, NIPS.

of the 2015 ChaLeam AutoML Challenge

Isabelle Guyon, Gavin C. Cawley, Hugo Jair Escalante, 2015 .

Challenges in Multi-modal Gesture Recognition

Sergio Escalera, Isabelle Guyon, Vassilis Athitsos, 2017, Gesture Recognition.

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

Sergio Escalera, Isabelle Guyon, Jun Wan, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Design and analysis of the WCCI 2010 active learning challenge

Isabelle Guyon, Gavin C. Cawley, Vincent Lemaire, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Editorial: special issue on computational intelligence for vision and robotics

Andrew Lewis, Sergio Escalera, Isabelle Guyon, 2016, Neural Computing and Applications.

Design of the first neuronal connectomics challenge: From imaging to connectivity

Isabelle Guyon, Vincent Lemaire, Jordi Soriano, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Design and Analysis of the NIPS 2016 Review Process pdf

Isabelle Guyon, Ulrike von Luxburg, Nihar B. Shah, 2017, J. Mach. Learn. Res..

Statistical Learning and Kernel Methods in Bioinformatics

Isabelle Guyon, Bernhard Schölkopf, Jason Weston, 2003 .

Causality: Objectives and assessment

Isabelle Guyon, Dominik Janzing, Bernhard Schlkopf, 2008, NIPS 2008.

Looking at People Special Issue

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2017, International Journal of Computer Vision.

Applications of Neural Networks to Character Recognition

Isabelle Guyon, 1991, Int. J. Pattern Recognit. Artif. Intell..

Handwriting Synthesis From Handwritten Glyphs

Isabelle Guyon, 1996 .

Neural Network Implementation of Admission Control

Isabelle Guyon, Sara A. Solla, Rodolfo A. Milito, 1990, NIPS.

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

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Clustering: Science or Art?

Isabelle Guyon, Ulrike von Luxburg, Robert C. Williamson, 2009, ICML Unsupervised and Transfer Learning.

ICML2011 Unsupervised and Transfer Learning Workshop

Isabelle Guyon, Daniel L. Silver, Vincent Lemaire, 2011, ICML Unsupervised and Transfer Learning.

Proceedings of the 2014 International Conference on High-Energy Physics and Machine Learning - Volume 42

Isabelle Guyon, Balázs Kégl, David Rousseau, 2014 .

Biases in feature selection with missing data

Isabelle Guyon, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, 2019, Neurocomputing.

Principal motion components for gesture recognition using a single-example pdf

Isabelle Guyon, Jun Wan, Hugo Jair Escalante, 2013, ArXiv.

Discovering Informative Patterns and Data Cleaning

Isabelle Guyon, Nada Matic, Vladimir Vapnik, 1996, Advances in Knowledge Discovery and Data Mining.

An Introduction to Feature Extraction

Isabelle Guyon, André Elisseeff, A. Elisseeff, 2006, Feature Extraction.

Learning To Run a Power Network Competition

Isabelle Guyon, Antoine Marot, Benjamin Donnot, 2018 .

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

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

PerformancePrediction Challenge

Joachim M. Buhmann, Isabelle Guyon, Gideon Dror, 2006, IJCNN.

Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark

Isabelle Guyon, Jiwen Li, Markus Uhr, 2007, Pattern Recognit. Lett..

ChaLearn Looking at People: Events and Resources pdf

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2017, ArXiv.

Guest Editorial: The Computational Face

Takeo Kanade, Sergio Escalera, Xavier Baró, 2018, IEEE Trans. Pattern Anal. Mach. Intell..

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Analysis of the IJCNN 2007 agnostic learning vs. prior knowledge challenge

Isabelle Guyon, Gavin C. Cawley, Gideon Dror, 2008, Neural Networks.

An Introduction to Variable and Feature Selection

Isabelle Guyon, André Elisseeff, I. Guyon, 2003, J. Mach. Learn. Res..

Design and Analysis of the Causation and Prediction Challenge

Isabelle Guyon, Constantin F. Aliferis, Gregory F. Cooper, 2008, WCCI Causation and Prediction Challenge.

Fast Power system security analysis with Guided Dropout pdf

Isabelle Guyon, Patrick Panciatici, Marc Schoenauer, 2018, ESANN.

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention

Sergio Escalera, Isabelle Guyon, Michèle Sebag, 2016, AutoML@ICML.

Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys

Chen Gao, Isabelle Guyon, Ben Carterette, 2020, KDD.

Anticipating contingengies in power grids using fast neural net screening

Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition

Isabelle Guyon, Qiuqi Ruan, Jun Wan, 2014, IEEE Transactions on Image Processing.

Structural Risk Minimization for Character Recognition

Isabelle Guyon, Léon Bottou, Bernhard E. Boser, 1991, NIPS.

Pattern classification

Isabelle Guyon, 2005, Pattern Analysis and Applications.

DATA SETS FOR OCR AND DOCUMENT IMAGE UNDERSTANDING RESEARCH

Isabelle Guyon, Robert M. Haralick, Jonathan J. Hull, 1997 .

Model Selection: Beyond the Bayesian/Frequentist Divide

Isabelle Guyon, Gavin C. Cawley, Gideon Dror, 2010, J. Mach. Learn. Res..

Tracking at LHC as a collaborative data challenge use case with RAMP

Isabelle Guyon, Balázs Kégl, Heather Gray, 2017 .

Challenges in multimodal gesture recognition

Sergio Escalera, Isabelle Guyon, Vassilis Athitsos, 2016, J. Mach. Learn. Res..

Neural Connectomics Challenge

Isabelle Guyon, Vincent Lemaire, Jordi Soriano, 2017 .

CLOP: a Matlab Learning Object Package

Isabelle Guyon, Gavin C. Cawley, Hugo Jair Escalante, 2007 .

Causality : Objectives and Assessment

Isabelle Guyon, Bernhard Schölkopf, Dominik Janzing, 2010 .

Systematics aware learning : a case study in high energy physics

Isabelle Guyon, David Rousseau, Cécile Germain, 2018, ESANN.

TrackML: A High Energy Physics Particle Tracking Challenge

Isabelle Guyon, Heather Gray, Paolo Calafiura, 2018, 2018 IEEE 14th International Conference on e-Science (e-Science).

Guest Editorial: Apparent Personality Analysis

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2018, IEEE Trans. Affect. Comput..

Automatic Capacity Tuning of Very Large VC-Dimension Classifiers

Isabelle Guyon, Bernhard E. Boser, Vladimir Vapnik, 1992, NIPS.

TrackML : a tracking Machine Learning challenge

Isabelle Guyon, Edward Moyse, David Rousseau, 2019 .

Time Series Analysis with the Causality Workbench

Isabelle Guyon, Constantin F. Aliferis, Alexander R. Statnikov, 2009, NIPS Mini-Symposium on Causality in Time Series.

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary

Sergio Escalera, Xavier Baró, Isabelle Guyon, 2013, ICMI '13.

NIPS 2014 Workshop on High-energy Physics and Machine Learning

Isabelle Guyon, Balázs Kégl, David Rousseau, 2015, NIPS 2015.

The Tracking Machine Learning Challenge: Throughput Phase pdf

Isabelle Guyon, Steven Farrell, Marcel Kunze, 2021, Computing and Software for Big Science.

Quantifying Resemblance of Synthetic Medical Time-Series

Isabelle Guyon, Kristin P. Bennett, Karan Bhanot, 2021, ESANN.

Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone pdf

Sergio Escalera, Isabelle Guyon, Wei-Wei Tu, 2021, ArXiv.

OmniPrint: A Configurable Printed Character Synthesizer pdf

Isabelle Guyon, Wei-Wei Tu, Haozhe Sun, 2022, NeurIPS Datasets and Benchmarks.

Judging competitions and benchmarks: a candidate election approach

Isabelle Guyon, Adrien Pavao, Michael Vaccaro, 2021, ESANN.

AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge

Isabelle Guyon, Wei-Wei Tu, Zhen Xu, 2021, ECML/PKDD.

AgEBO-Tabular: Joint Neural Architecture and Hyperparameter Search with Autotuned Data-Parallel Training for Tabular Data

Isabelle Guyon, Prasanna Balaprakash, Venkatram Vishwanath, 2020, SC21: International Conference for High Performance Computing, Networking, Storage and Analysis.

Compression-Based Averaging of Selective Naive Bayes Classifiers

Isabelle Guyon, Amir Saffari, 2007 .

Winning the KDD Cup Orange Challenge with Ensemble Selection

Isabelle Guyon, Marc Boullé, Gideon Dror, 2009 .

OVERVIEW AND SYNTHESIS OF ON-LINE CURSIVE HANDWRITING RECOGNITION TECHNIQUES

Isabelle Guyon, Isabelle Guyon, John S. Denker, 1997 .

Learning to run a Power Network Challenge: a Retrospective Analysis pdf

Isabelle Guyon, Mariette Awad, Patrick Panciatici, 2020, NeurIPS.

Multivariate Non-Linear Feature Selection with Kernel Multiplicative Updates and Gram-Schmidt Relief

Isabelle Guyon, Hans-Marcus Bitter, Zulfikar Ahmed, 2003 .

A time delay neural network character recognizer for a touch terminal

Isabelle Guyon, Yann LeCun, Yann LeCun, 1990 .