Frédéric Pennerath

21 papers A* 3A 1B 2Journal 6Unranked 8
YearRankTypeTitle / 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
2024 J jnl
The Epistemic Uncertainty Hole: an issue of Bayesian Neural Networks.
CoRR
Mohammed Fellaji, Frédéric Pennerath
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
2020 A* conf
Discovering Approximate Functional Dependencies using Smoothed Mutual Information.
KDD
Frédéric Pennerath, Panagiotis Mandros, Jilles Vreeken
2018 — conf
An Efficient Algorithm for Computing Entropic Measures of Feature Subsets.
ECML/PKDD (2)
Frédéric Pennerath
2012 — conf
L'extraction de règles de dépendance bien définies entre ensembles de variables multivaluées.
EGC
Frédéric Pennerath
2010 — conf
Fast Extraction of Locally Optimal Patterns Based on Consistent Pattern Function Variations.
ECML/PKDD (3)
Frédéric Pennerath
2010 J jnl
Graph-Mining Algorithm for the Evaluation of Bond Formability.
J. Chem. Inf. Model.
Frédéric Pennerath, Gilles Niel, Philippe Vismara, Philippe Jauffret, Claude Laurenço, Amedeo Napoli
2009 — —
Méthodes d'extraction de connaissances à partir de données modélisables par des graphes. Application à des problèmes de synthèse organique. (Methods of knowledge extraction from data modelled by graphs. Application to organic synthesis problems).
Frédéric Pennerath
2009 — conf
The Model of Most Informative Patterns and Its Application to Knowledge Extraction from Graph Databases.
ECML/PKDD (2)
Frédéric Pennerath, Amedeo Napoli
2008 A conf
A Method for Classifying Vertices of Labeled Graphs Applied to Knowledge Discovery from Molecules.
ECAI
Frédéric Pennerath, Géraldine Polaillon, Amedeo Napoli
2008 B conf
Mining Intervals of Graphs to Extract Characteristic Reaction Patterns.
Discovery Science
Frédéric Pennerath, Géraldine Polaillon, Amedeo Napoli
2008 — conf
Prétraitement des bases de données de réactions chimiques pour la fouille de schémas de réactions.
EGC
Frédéric Pennerath, Géraldine Polaillon, Amedeo Napoli
2006 — conf
La fouille de graphes dans les bases de données réactionnelles au service de la synthèse en chimie organique.
EGC
Frédéric Pennerath, Amedeo Napoli
1999 A* conf
A Real-Time Software Architecture for Robotics and Automation.
ICRA
Jonathan M. Roberts, Peter I. Corke, Robin J. Kirkham, Frédéric Pennerath, Graeme J. Winstanley
1999 A* conf
Robust Sensing for a 3, 500 Tonne Field Robot.
ICRA
Jonathan M. Roberts, Frédéric Pennerath, Peter I. Corke, Graeme J. Winstanley