Brieuc Conan-Guez

According to our database, Brieuc Conan-Guez authored at least 23 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss.

Mohammed Fellaji, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2022

Clarity: an improved gradient method for producing quality visual counterfactual explanations.

Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli

CoRR, 2022

2021

A Bayesian Neural Network based on Dropout Regulation.

Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli

CoRR, 2021

A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression.

Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

2018

K-spectral centroid: extension and optimizations.

Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

K-Spectral Centroïd pour des données massives.

Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2015

Mod-Müllner: an efficient algorithm for hierarchical community analysis in large networks.

Brieuc Conan-Guez, Manh Cuong Nguyen

Int. J. Soc. Netw. Min., 2015

2012

Dissimilarity Clustering by Hierarchical Multi-Level Refinement.

Brieuc Conan-Guez, Fabrice Rossi

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2008

Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation

Brieuc Conan-Guez, Fabrice Rossi

CoRR, 2008

Multi-Layer Perceptrons and Symbolic Data

Fabrice Rossi, Brieuc Conan-Guez

CoRR, 2008

2007

Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis

Fabrice Rossi, Brieuc Conan-Guez

CoRR, 2007

Self-organizing maps and symbolic data

Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi

CoRR, 2007

Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités

Aïcha El Golli, Fabrice Rossi, Brieuc Conan-Guez, Yves Lechevallier

CoRR, 2007

Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound.

Brieuc Conan-Guez, Fabrice Rossi

Proceedings of the Computational and Ambient Intelligence, 2007

2006

Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs.

Fabrice Rossi, Brieuc Conan-Guez

Neural Process. Lett., 2006

Fast algorithm and implementation of dissimilarity self-organizing maps.

Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli

Neural Networks, 2006

2005

Functional multi-layer perceptron: a non-linear tool for functional data analysis.

Fabrice Rossi, Brieuc Conan-Guez

Neural Networks, 2005

Representation of functional data in neural networks.

Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen

Neurocomputing, 2005

2004

Clustering functional data with the SOM algorithm.

Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

Functional preprocessing for multilayer perceptrons.

Fabrice Rossi, Brieuc Conan-Guez

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

Functional radial basis function networks.

Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2002

Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach.

Brieuc Conan-Guez, Fabrice Rossi

Proceedings of the Artificial Neural Networks, 2002

Theoretical properties of functional Multi Layer Perceptrons.

Fabrice Rossi, Brieuc Conan-Guez, François Fleuret

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002