Brieuc Conan-Guez

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Inherent Uncertainty

Sparse Bayesian Learning

Top Venues

Publications

Mohammed Fellaji, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro
On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss. CoRR (2024)
Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
Clarity: an improved gradient method for producing quality visual counterfactual explanations. CoRR (2022)
Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
A Bayesian Neural Network based on Dropout Regulation. CoRR (2021)
Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. ECML/PKDD (5) (2021)
Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. CoRR (2021)
Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché
K-spectral centroid: extension and optimizations. ESANN (2018)
Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché
K-Spectral Centroïd pour des données massives. EGC (2017)
Brieuc Conan-Guez, Manh Cuong Nguyen
Mod-Müllner: an efficient algorithm for hierarchical community analysis in large networks. Int. J. Soc. Netw. Min. 2 (2) (2015)
Brieuc Conan-Guez, Fabrice Rossi
Dissimilarity Clustering by Hierarchical Multi-Level Refinement. CoRR (2012)
Brieuc Conan-Guez, Fabrice Rossi
Dissimilarity Clustering by Hierarchical Multi-Level Refinement. ESANN (2012)
Fabrice Rossi, Brieuc Conan-Guez
Multi-Layer Perceptrons and Symbolic Data CoRR (2008)
Brieuc Conan-Guez, Fabrice Rossi
Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation CoRR (2008)
Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi
Self-organizing maps and symbolic data CoRR (2007)
Brieuc Conan-Guez, Fabrice Rossi
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. IWANN (2007)
Fabrice Rossi, Brieuc Conan-Guez
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis CoRR (2007)
Aïcha El Golli, Fabrice Rossi, Brieuc Conan-Guez, Yves Lechevallier
Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités CoRR (2007)
Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps CoRR (2007)
Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen
Representation of Functional Data in Neural Networks CoRR (2007)
Fabrice Rossi, Brieuc Conan-Guez
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs CoRR (2006)
Fabrice Rossi, Brieuc Conan-Guez
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. Neural Process. Lett. 23 (1) (2006)
Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
Fast algorithm and implementation of dissimilarity self-organizing maps. Neural Networks 19 (6-7) (2006)
Fabrice Rossi, Brieuc Conan-Guez
Functional multi-layer perceptron: a non-linear tool for functional data analysis. Neural Networks 18 (1) (2005)
Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen
Representation of functional data in neural networks. Neurocomputing 64 (2005)
Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen
Functional radial basis function networks. ESANN (2004)
Fabrice Rossi, Brieuc Conan-Guez
Functional preprocessing for multilayer perceptrons. ESANN (2004)
Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli
Clustering functional data with the SOM algorithm. ESANN (2004)
Fabrice Rossi, Brieuc Conan-Guez, François Fleuret
Theoretical properties of functional Multi Layer Perceptrons. ESANN (2002)
Brieuc Conan-Guez, Fabrice Rossi
Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. ICANN (2002)