Isabelle Guyon

发表

Application and Comparison of SVMs and Other Methods for Identifying Drug–Drug Interactions-Related Literature (Contributed by Stephany Duda)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Towards AutoML in the presence of Drift: first results pdf

Michèle Sebag, Hugo Jair Escalante, Isabelle Guyon, 2018, IJCAI 2018.

Data cleaning algorithms with applications to micro-array experiments

Jason Weston, Isabelle Guyon, Olivier Chapelle, 2001 .

Result Analysis of the NIPS 2003 Feature Selection Challenge

Steve R. Gunn, Isabelle Guyon, Gideon Dror, 2004, NIPS.

Robust deep learning: A case study

David Rousseau, Isabelle Guyon, Victor Estrade, 2017 .

A Scaling Law for the Validation-Set Training-Set Size Ratio

Isabelle Guyon, I. Guyon, Isabelle M Guyon, 1997 .

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

Prasanna Balaprakash, Venkatram Vishwanath, Isabelle Guyon, 2020, ArXiv.

Application and Comparison of SVMs and Other Methods for Retrieving High-Quality Content-Specific Articles (Contributed by Yindalon Aphinyanaphongs)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Learning Functional Causal Models with Generative Neural Networks

Michèle Sebag, David Lopez-Paz, Olivier Goudet, 2018 .

LEAP nets for system identification and application to power systems

Patrick Panciatici, Isabelle Guyon, Marc Schoenauer, 2020, Neurocomputing.

Neural networks for power flow: Graph neural solver

Isabelle Guyon, Marc Schoenauer, Antoine Marot, 2020, Electric Power Systems Research.

LEAP nets for power grid perturbations pdf

Patrick Panciatici, Isabelle Guyon, Antoine Marot, 2019, ESANN.

Feature Extraction - Foundations and Applications

Masoud Nikravesh, Steve R. Gunn, Isabelle Guyon, 2006, Feature Extraction.

HARDWARE FOR NEURAL-NET OPTICAL CHARACTER RECOGNITION

Lawrence D. Jackel, Isabelle Guyon, Bernhard E. Boser, 1990 .

Computing Posterior Class Probabilities for SVM Classifiers

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

Structural Agnostic Modeling: Adversarial Learning of Causal Graphs

David Lopez-Paz, Olivier Goudet, Isabelle Guyon, 2018, 1803.04929.

Design of experiments for the NIPS 2003 variable selection benchmark

Isabelle Guyon, I. Guyon, Isabelle M Guyon, 2003 .

SVMs for Multi-Category Classification

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

ChaLearn Looking at People: Inpainting and denoising challenges

Sergio Escalera, Xavier Baró, Hugo Jair Escalante, 2019 .

A Gentle Introduction to Support Vector Machines in Biomedicine: Case Studies

Constantin F. Aliferis, Douglas P Hardin, Isabelle Guyon, 2011 .

Neural Networks for Associative Memory Design

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

A gentle introduction to support vector machines in biomedicine: Volume 1: Theory and methods

Constantin F. Aliferis, Alexander Statnikov, Isabelle Guyon, 2011 .

Guest Editorial: Image and Video Inpainting and Denoising

Sergio Escalera, Xavier Baró, Hugo Jair Escalante, 2020, IEEE Trans. Pattern Anal. Mach. Intell..

ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition

Sergio Escalera, Jun Wan, Gholamreza Anbarjafari, 2020, IEEE transactions on cybernetics.

A Case Study in Handwritten Digit Recognition

Harris Drucker, Patrice Y. Simard, Isabelle Guyon, 1994 .

Learning to run a power network challenge for training topology controllers pdf

Isabelle Guyon, Marvin Lerousseau, Antoine Marot, 2019, Electric Power Systems Research.

TrackML: a LHC Tracking Machine Learning Challenge

David Rousseau, Paolo Calafiura, Isabelle Guyon, 2016 .

ChaLearn Looking at People Challenge 2014: Dataset and Results

Sergio Escalera, Xavier Baró, Hugo Jair Escalante, 2014, ECCV Workshops.

Signature Verification Using A "Siamese" Time Delay Neural Network

Yann LeCun, Isabelle Guyon, Eduard Säckinger, 1993, Int. J. Pattern Recognit. Artif. Intell..

Comparison of SVMs and Kernel Ridge Regression for Microarray-Based Cancer Classification (Contributed by Zhiguo Li)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

A biologically constrained learning mechanism in networks of formal neurons

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1986 .

Generation and evaluation of privacy preserving synthetic health data

Isabelle Guyon, Ritik Dutta, Kristin P. Bennett, 2020, Neurocomputing.

Handwritten Digit Recognition: Applications of Neural Net Chips and Automatic Learning

Isabelle Guyon, Yann LeCun, Isabelle Guyon, 1989, NATO Neurocomputing.

Capacity control in linear classifiers for pattern recognition

Isabelle Guyon, Léon Bottou, Bernhard E. Boser, 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems.

Model Selection for SVMs

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

WCCI 2018 TrackML Particle Tracking Challenge

Heather Gray, Paolo Calafiura, David Rousseau, 2018 .

Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing)

Masoud Nikravesh, Steve R. Gunn, Isabelle Guyon, 2006 .

Using SVMs for Causal Variable Selection

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

SVM-Based Variable Selection

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

Multivariate Non-Linear Feature Selection with Kernel Methods

Isabelle Guyon, Hans-Marcus Bitter, Zulfikar Ahmed, 2005 .

Designing a neural network satisfying a given set of constraints

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits

Sergio Escalera, Nihar B. Shah, Isabelle Guyon, 2016, ECCV Workshops.

Comparison of SVMs and Random Forests for Microarray-Based Cancer Classification

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Computer aided cleaning of large databases for character recognition

Isabelle Guyon, Léon Bottou, Vladimir Vapnik, 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems.

The TrackML Particle Tracking Challenge

Heather Gray, Paolo Calafiura, David Rousseau, 2018 .

Gene Selection for Cancer Classification using Support Vector Machines

Jason Weston, Isabelle Guyon, Vladimir Vapnik, 2002, Machine Learning.

Graph Neural Solver for Power Systems

Isabelle Guyon, Antoine Marot, Benjamin Donnot, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Wanda ML - a markup language for digital annotation

Louis Vuurpijl, Lambert Schomaker, Isabelle Guyon, 2004 .

Design and Analysis of the NIPS2003 Challenge

Steve R. Gunn, Isabelle Guyon, Gideon Dror, 2006, Feature Extraction.

A Gentle Introduction to Support Vector Machines in Biomedicine:Volume 2: Case Studies and Benchmarks

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2012 .

Application and Comparison of SVM-RFE and GLL Methods for Variable Selection for Classification

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Automatic Machine Learning (AutoML)

Balázs Kégl, Isabelle Guyon, Frank Hutter, 2015, ICML 2015.

A simple selectionist learning rule for neural networks

Isabelle Guyon, Gérard Dreyfus, Léon Personnaz, 1987 .

Application and Comparison of SVMs and Other Methods for Multicategory Classification in Microbiomics (Contributed by Mikael Henaff, Kranti Konganti, Varun Narendra, Alexander V. Alekseyenko)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Support Vector Machines (SVMs) for Binary Classification: Classical Formulation

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

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019

Sergio Escalera, Jun Wan, Hugo Jair Escalante, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Optical Character Recognition and Neural-Net Chips

Lawrence D. Jackel, Isabelle Guyon, Bernhard E. Boser, 1990 .

Privacy Preserving Synthetic Health Data

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

Application and Comparison of SVMs and Other Methods for Multicategory Microarray-Based Cancer Classification

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

A Gentle Introduction to Support Vector Machines in Biomedicine: Volume 1: Theory and MethodsVolume 2: Case Studies and Benchmarks

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

OVERVIEW AND SYNTHESIS OF ON-LINE CURSIVE HANDWRITING RECOGNITION TECHNIQUES

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

Medical Time-Series Data Generation Using Generative Adversarial Networks

Isabelle Guyon, Kristin P. Bennett, Andrew Yale, 2020, AIME.

Application and Comparison of SVMs and Other Methods for Identifying Unproven Cancer Treatments on the Web (Contributed by Yindalon Aphinyanaphongs)

Constantin F. Aliferis, Alexander Statnikov, Douglas P Hardin, 2013 .

Deep Statistical Solvers

Isabelle Guyon, Marc Schoenauer, Antoine Marot, 2020, NeurIPS.

Basic Principles of Statistical Machine Learning

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

Novelty Detection with SVM-Based Methods

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

The WANDAML markup language for digital document annotation

Louis Vuurpijl, Isabelle Guyon, Lambert Schomaker, 2004, IWFHR.

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences

Sergio Escalera, Xavier Baró, Hugo Jair Escalante, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

SAM: Structural Agnostic Model, Causal Discovery and Penalized Adversarial Learning

David Lopez-Paz, Olivier Goudet, Isabelle Guyon, 2018 .