Brieuc Conan-Guez

30 papers B 7C 1Misc 1Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	Clarity: a Deep Ensemble for Visual Counterfactual Explanations. ESANN Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
2024	—	`conf`	On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss. ECML/PKDD (4) Mohammed Fellaji, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro
2024	J	`jnl`	On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss. CoRR Mohammed Fellaji, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro
2022	J	`jnl`	Clarity: an improved gradient method for producing quality visual counterfactual explanations. CoRR Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
2021	—	`conf`	A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. ECML/PKDD (5) Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
2021	J	`jnl`	A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. CoRR Claire Theobald, Bastien Arcelin, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
2021	J	`jnl`	A Bayesian Neural Network based on Dropout Regulation. CoRR Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli
2018	B	`conf`	K-spectral centroid: extension and optimizations. ESANN Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché
2017	—	`conf`	K-Spectral Centroïd pour des données massives. EGC Brieuc Conan-Guez, Alain Gély, Lydia Boudjeloud-Assala, Alexandre Blansché
2015	J	`jnl`	Mod-Müllner: an efficient algorithm for hierarchical community analysis in large networks. Int. J. Soc. Netw. Min. Brieuc Conan-Guez, Manh Cuong Nguyen
2012	B	`conf`	Dissimilarity Clustering by Hierarchical Multi-Level Refinement. ESANN Brieuc Conan-Guez, Fabrice Rossi
2012	J	`jnl`	Dissimilarity Clustering by Hierarchical Multi-Level Refinement. CoRR Brieuc Conan-Guez, Fabrice Rossi
2008	J	`jnl`	Accélération des cartes auto-organisatrices sur tableau de dissimilarités par séparation et évaluation CoRR Brieuc Conan-Guez, Fabrice Rossi
2008	J	`jnl`	Multi-Layer Perceptrons and Symbolic Data CoRR Fabrice Rossi, Brieuc Conan-Guez
2007	J	`jnl`	Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps CoRR Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
2007	J	`jnl`	Functional Multi-Layer Perceptron: a Nonlinear Tool for Functional Data Analysis CoRR Fabrice Rossi, Brieuc Conan-Guez
2007	J	`jnl`	Representation of Functional Data in Neural Networks CoRR Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen
2007	J	`jnl`	Self-organizing maps and symbolic data CoRR Aïcha El Golli, Brieuc Conan-Guez, Fabrice Rossi
2007	Misc	`conf`	Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound. IWANN Brieuc Conan-Guez, Fabrice Rossi
2007	J	`jnl`	Une adaptation des cartes auto-organisatrices pour des données décrites par un tableau de dissimilarités CoRR Aïcha El Golli, Fabrice Rossi, Brieuc Conan-Guez, Yves Lechevallier
2006	J	`jnl`	Fast algorithm and implementation of dissimilarity self-organizing maps. Neural Networks Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Golli
2006	J	`jnl`	Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs CoRR Fabrice Rossi, Brieuc Conan-Guez
2006	J	`jnl`	Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. Neural Process. Lett. Fabrice Rossi, Brieuc Conan-Guez
2005	J	`jnl`	Functional multi-layer perceptron: a non-linear tool for functional data analysis. Neural Networks Fabrice Rossi, Brieuc Conan-Guez
2005	J	`jnl`	Representation of functional data in neural networks. Neurocomputing Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen
2004	B	`conf`	Clustering functional data with the SOM algorithm. ESANN Fabrice Rossi, Brieuc Conan-Guez, Aïcha El Golli
2004	B	`conf`	Functional preprocessing for multilayer perceptrons. ESANN Fabrice Rossi, Brieuc Conan-Guez
2004	B	`conf`	Functional radial basis function networks. ESANN Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez, Michel Verleysen
2002	C	`conf`	Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. ICANN Brieuc Conan-Guez, Fabrice Rossi
2002	B	`conf`	Theoretical properties of functional Multi Layer Perceptrons. ESANN Fabrice Rossi, Brieuc Conan-Guez, François Fleuret