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Brieuc Conan-Guez
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2020 – today
- 2022
- [i12]Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro
, Amedeo Napoli:
Clarity: an improved gradient method for producing quality visual counterfactual explanations. CoRR abs/2211.15370 (2022) - 2021
- [c10]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: 135-150 - [i11]Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro
, Amedeo Napoli:
A Bayesian Neural Network based on Dropout Regulation. CoRR abs/2102.01968 (2021) - [i10]Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli:
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. CoRR abs/2104.09970 (2021)
2010 – 2019
- 2018
- [c9]Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché:
K-spectral centroid: extension and optimizations. ESANN 2018 - 2017
- [c8]Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché:
K-Spectral Centroïd pour des données massives. EGC 2017: 129-140 - 2015
- [j5]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): 133-157 (2015) - 2012
- [c7]Brieuc Conan-Guez, Fabrice Rossi:
Dissimilarity Clustering by Hierarchical Multi-Level Refinement. ESANN 2012 - [i9]Brieuc Conan-Guez, Fabrice Rossi:
Dissimilarity Clustering by Hierarchical Multi-Level Refinement. CoRR abs/1204.6509 (2012)
2000 – 2009
- 2008
- [i8]Fabrice Rossi, Brieuc Conan-Guez:
Multi-Layer Perceptrons and Symbolic Data. CoRR abs/0802.0251 (2008) - [i7]Brieuc Conan-Guez, Fabrice Rossi:
Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation. CoRR abs/0802.0252 (2008) - 2007
- [c6]Brieuc Conan-Guez, Fabrice Rossi
:
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. IWANN 2007: 203-210 - [i6]Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli:
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps. CoRR abs/0709.3461 (2007) - [i5]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 abs/0709.3586 (2007) - [i4]Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi:
Self-organizing maps and symbolic data. CoRR abs/0709.3587 (2007) - [i3]Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen:
Representation of Functional Data in Neural Networks. CoRR abs/0709.3641 (2007) - [i2]Fabrice Rossi, Brieuc Conan-Guez:
Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis. CoRR abs/0709.3642 (2007) - 2006
- [j4]Brieuc Conan-Guez, Fabrice Rossi
, Aïcha El Golli:
Fast algorithm and implementation of dissimilarity self-organizing maps. Neural Networks 19(6-7): 855-863 (2006) - [j3]Fabrice Rossi
, Brieuc Conan-Guez:
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. Neural Process. Lett. 23(1): 55-70 (2006) - [i1]Fabrice Rossi, Brieuc Conan-Guez:
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. CoRR abs/cs/0604001 (2006) - 2005
- [j2]Fabrice Rossi
, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen:
Representation of functional data in neural networks. Neurocomputing 64: 183-210 (2005) - [j1]Fabrice Rossi
, Brieuc Conan-Guez:
Functional multi-layer perceptron: a non-linear tool for functional data analysis. Neural Networks 18(1): 45-60 (2005) - 2004
- [c5]Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli:
Clustering functional data with the SOM algorithm. ESANN 2004: 305-312 - [c4]Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen:
Functional radial basis function networks. ESANN 2004: 313-318 - [c3]Fabrice Rossi, Brieuc Conan-Guez:
Functional preprocessing for multilayer perceptrons. ESANN 2004: 319-324 - 2002
- [c2]Fabrice Rossi, Brieuc Conan-Guez, François Fleuret:
Theoretical properties of functional Multi Layer Perceptrons. ESANN 2002: 7-12 - [c1]Brieuc Conan-Guez, Fabrice Rossi
:
Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. ICANN 2002: 667-672
Coauthor Index
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