Frédéric Pennerath

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 8

Top Venues

CoRR

ECML/PKDD (5)

KDD

ECML/PKDD (2)

Henri Poincaré University, Nancy, France (PHD)

Education History

Henri Poincaré University, Nancy, France

PHD

Publications

Mohammed Fellaji, Frédéric Pennerath
The Epistemic Uncertainty Hole: an issue of Bayesian Neural Networks. CoRR (2024)
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)
Frédéric Pennerath, Panagiotis Mandros, Jilles Vreeken
Discovering Approximate Functional Dependencies using Smoothed Mutual Information. KDD (2020)
Frédéric Pennerath
An Efficient Algorithm for Computing Entropic Measures of Feature Subsets. ECML/PKDD (2) (2018)
Frédéric Pennerath
L'extraction de règles de dépendance bien définies entre ensembles de variables multivaluées. EGC (2012)
Frédéric Pennerath, Gilles Niel, Philippe Vismara, Philippe Jauffret, Claude Laurenço, Amedeo Napoli
Graph-Mining Algorithm for the Evaluation of Bond Formability. J. Chem. Inf. Model. 50 (2) (2010)
Frédéric Pennerath
Fast Extraction of Locally Optimal Patterns Based on Consistent Pattern Function Variations. ECML/PKDD (3) (2010)
Frédéric Pennerath, Amedeo Napoli
The Model of Most Informative Patterns and Its Application to Knowledge Extraction from Graph Databases. ECML/PKDD (2) (2009)
Frédéric Pennerath, Géraldine Polaillon, Amedeo Napoli
Mining Intervals of Graphs to Extract Characteristic Reaction Patterns. Discovery Science (2008)
Frédéric Pennerath, Géraldine Polaillon, Amedeo Napoli
Prétraitement des bases de données de réactions chimiques pour la fouille de schémas de réactions. EGC (2008)
Frédéric Pennerath, Géraldine Polaillon, Amedeo Napoli
A Method for Classifying Vertices of Labeled Graphs Applied to Knowledge Discovery from Molecules. ECAI (2008)
Frédéric Pennerath, Amedeo Napoli
La fouille de graphes dans les bases de données réactionnelles au service de la synthèse en chimie organique. EGC (2006)
Jonathan M. Roberts, Peter I. Corke, Robin J. Kirkham, Frédéric Pennerath, Graeme J. Winstanley
A Real-Time Software Architecture for Robotics and Automation. ICRA (1999)
Jonathan M. Roberts, Frédéric Pennerath, Peter I. Corke, Graeme J. Winstanley
Robust Sensing for a 3, 500 Tonne Field Robot. ICRA (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frédéric Pennerath