Mathieu Serrurier

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 26

Top Topics

Mutual Information

Weibull Distribution

Top Venues

Fuzzy Sets Syst.

Publications

Louis Béthune, Thomas Massena, Thibaut Boissin, Aurélien Bellet, Franck Mamalet, Yannick Prudent, Corentin Friedrich, Mathieu Serrurier, David Vigouroux
DP-SGD Without Clipping: The Lipschitz Neural Network Way. ICLR (2024)
Ismaïl Baaj, Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Marie-Jeanne Lesot, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Olivier Strauss, Christel Vrain
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 171 (2024)
Louis Béthune, Paul Novello, Guillaume Coiffier, Thibaut Boissin, Mathieu Serrurier, Quentin Vincenot, Andres Troya-Galvis
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks. ICML (2023)
Louis Béthune, Paul Novello, Thibaut Boissin, Guillaume Coiffier, Mathieu Serrurier, Quentin Vincenot, Andres Troya-Galvis
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks. CoRR (2023)
Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective. NeurIPS (2023)
Louis Béthune, Thomas Massena, Thibaut Boissin, Yannick Prudent, Corentin Friedrich, Franck Mamalet, Aurélien Bellet, Mathieu Serrurier, David Vigouroux
DP-SGD Without Clipping: The Lipschitz Neural Network Way. CoRR (2023)
Mohamed Chafik Bakkay, Mathieu Serrurier, Valentin Kivachuk Burda, Florian Dupuy, Naty Citlali Cabrera-Gutierrez, Michael Zamo, Maud-Alix Mader, Olivier Mestre, Guillaume Oller, Jean-Christophe Jouhaud, Laurent Terray
Precipitaion Nowcasting using Deep Neural Network. CoRR (2022)
Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
When adversarial attacks become interpretable counterfactual explanations. CoRR (2022)
Louis Béthune, Thibaut Boissin, Mathieu Serrurier, Franck Mamalet, Corentin Friedrich, Alberto González-Sanz
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks. NeurIPS (2022)
Jim Radford, Gilles Richard, Hugo Richard, Mathieu Serrurier
Detecting Dyslexia from Audio Records: An AI Approach. HEALTHINF (2021)
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization. CVPR (2021)
Achraf Bennis, Sandrine Mouysset, Mathieu Serrurier
DPWTE: A Deep Learning Approach to Survival Analysis Using a Parsimonious Mixture of Weibull Distributions. ICANN (2) (2021)
Louis Béthune, Alberto González-Sanz, Franck Mamalet, Mathieu Serrurier
The Many Faces of 1-Lipschitz Neural Networks. CoRR (2021)
Gilles Richard, Mathieu Serrurier
Dyslexia and Dysgraphia prediction: A new machine learning approach. CoRR (2020)
Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
Achieving robustness in classification using optimal transport with hinge regularization. CoRR (2020)
Achraf Bennis, Sandrine Mouysset, Mathieu Serrurier
Estimation of Conditional Mixture Weibull Distribution with Right Censored Data Using Neural Network for Time-to-Event Analysis. PAKDD (1) (2020)
Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
Learning Disentangled Representations via Mutual Information Estimation. ECCV (22) (2020)
Jérôme Bolte, Lilian Glaudin, Edouard Pauwels, Mathieu Serrurier
A Hölderian backtracking method for min-max and min-min problems. CoRR (2020)
Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
Mutual Information Measure for Image Segmentation Using Few Labels. ECML/PKDD (4) (2020)
Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
Learning Disentangled Representations of Satellite Image Time Series. CoRR (2019)
Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
Learning Disentangled Representations via Mutual Information Estimation. CoRR (2019)
Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier
Analogical proportion-based methods for recommendation - First investigations. Fuzzy Sets Syst. 366 (2019)
Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
Learning Disentangled Representations of Satellite Image Time Series. ECML/PKDD (3) (2019)
Zied Bouraoui, Antoine Cornuéjols, Thierry Denoeux, Sébastien Destercke, Didier Dubois, Romain Guillaume, João Marques-Silva, Jérôme Mengin, Henri Prade, Steven Schockaert, Mathieu Serrurier, Christel Vrain
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). CoRR (2019)
Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier
Analogy in recommendation. Numerical vs. ordinal: A discussion. FUZZ-IEEE (2016)
Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier
Analogical Classifiers: A Theoretical Perspective. ECAI (2016)
Denis Pallez, Mathieu Serrurier, Célia da Costa Pereira, Giovanni Fusco, Cristina Cao
Social Specialization of Space: Clustering Households on the French Riviera. GECCO (Companion) (2015)
Mathieu Serrurier, Henri Prade
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees. ICML (2015)
Mathieu Serrurier, Henri Prade
Learning Structure of Bayesian Networks by Using Possibilistic Upper Entropy. SMPS (2014)
Myriam Bounhas, Mohammad Ghasemi Hamed, Henri Prade, Mathieu Serrurier, Khaled Mellouli
Naive possibilistic classifiers for imprecise or uncertain numerical data. Fuzzy Sets Syst. 239 (2014)
Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter
From Visualization to Association Rules: an automatic approach. SCCG (2013)
Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter
Visualization of Frequent Itemsets with Nested Circular Layout and Bundling Algorithm. ISVC (2) (2013)
Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier
Possibilistic classifiers for numerical data. Soft Comput. 17 (5) (2013)
Mathieu Serrurier, Henri Prade
An informational distance for estimating the faithfulness of a possibility distribution, viewed as a family of probability distributions, with respect to data. Int. J. Approx. Reason. 54 (7) (2013)
Mathieu Serrurier, Henri Prade
A Scalable Learning Algorithm for Kernel Probabilistic Classifier. SUM (2013)
Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli
A Possibilistic Rule-Based Classifier. IPMU (1) (2012)
Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
Possibilistic KNN Regression Using Tolerance Intervals. IPMU (3) (2012)
Mathieu Serrurier, Henri Prade
Classification Based on Possibilistic Likelihood. IPMU (3) (2012)
Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals. SUM (2012)
Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
Simultaneous Interval Regression for K-Nearest Neighbor. Australasian Conference on Artificial Intelligence (2012)
Mathieu Serrurier, Henri Prade
Imprecise Regression Based on Possibilistic Likelihood. SUM (2011)
Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli
Possibilistic Classifiers for Uncertain Numerical Data. ECSQARU (2011)
Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter
Utilisation d'outils de visual data mining pour l'exploration d'un ensemble de règles d'association. IHM (2011)
Mathieu Serrurier, Henri Prade
Maximum-likelihood principle for possibility distributions viewed as families of probabilities. FUZZ-IEEE (2011)
Henri Prade, Mathieu Serrurier
Why Imprecise Regression: A Discussion. SMPS (2010)
Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier
From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data. SUM (2010)
Christophe Hurter, Mathieu Serrurier, Roland Alonso, Gilles Tabart, Jean-Luc Vinot
An automatic generation of schematic maps to display flight routes for air traffic controllers: structure and color optimization. AVI (2010)
Christophe Hurter, Mathieu Serrurier, Gilles Tabart, Jean-Luc Vinot
Génération et placement de couleurs sur une vue de type métro. IHM (2009)
Henri Prade, Agnès Rico, Mathieu Serrurier
Elicitation of Sugeno Integrals: A Version Space Learning Perspective. ISMIS (2009)
Henri Prade, Agnès Rico, Mathieu Serrurier, Eric Raufaste
Elicitating Sugeno Integrals: Methodology and a Case Study. ECSQARU (2009)
Leila Amgoud, Mathieu Serrurier
Agents that argue and explain classifications. Auton. Agents Multi Agent Syst. 16 (2) (2008)
Mathieu Serrurier, Henri Prade
Improving inductive logic programming by using simulated annealing. Inf. Sci. 178 (6) (2008)
Henri Prade, Mathieu Serrurier
Bipolar version space learning. Int. J. Intell. Syst. 23 (10) (2008)
Leila Amgoud, Mathieu Serrurier
Arguing and explaining classifications. AAMAS (2007)
Mathieu Raynal, Mathieu Serrurier
Loi de fitts: prédiction du temps de pointage sous forme d'ensembles flous. IHM (2007)
Mathieu Serrurier, Henri Prade
Introducing possibilistic logic in ILP for dealing with exceptions. Artif. Intell. 171 (16-17) (2007)
Mathieu Serrurier, Didier Dubois, Henri Prade, Thomas A. Sudkamp
Learning fuzzy rules with their implication operators. Data Knowl. Eng. 60 (1) (2007)
Mathieu Serrurier, Henri Prade
A General Framework for Imprecise Regression. FUZZ-IEEE (2007)
Leila Amgoud, Mathieu Serrurier
Arguing and Explaining Classifications. ArgMAS (2007)
Mathieu Serrurier, Henri Prade
Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules. Soft Comput. 11 (5) (2007)
Mathieu Serrurier, Henri Prade
Imprecise Regression and Regression on Fuzzy Data - A Preliminary Discussion. FUZZ-IEEE (2006)
Henri Prade, Mathieu Serrurier
Version Space Learning for Possibilistic Hypotheses. ECAI (2006)
Mathieu Serrurier, Thomas A. Sudkamp, Didier Dubois, Henri Prade
Fuzzy Inductive Logic Programming: Learning Fuzzy Rules with their Implication. FUZZ-IEEE (2005)
Mathieu Serrurier, Henri Prade
Coping with exceptions in multiclass ILP problems using possibilistic logic. IJCAI (2005)
Mathieu Serrurier, Henri Prade
Possibilistic Inductive Logic Programming. ECSQARU (2005)
Mathieu Serrurier, Henri Prade, Gilles Richard
A Simulated Annealing Framework for ILP. ILP (2004)
Henri Prade, Mathieu Serrurier
Getting adaptability or expressivity in inductive logic programming by using fuzzy predicates. FUZZ-IEEE (2004)
Henri Prade, Gilles Richard, Mathieu Serrurier
Enriching Relational Learning with Fuzzy Predicates. PKDD (2003)
Henri Prade, Gilles Richard, Mathieu Serrurier
Learning First Order Fuzzy Logic Rules. IFSA (2003)
Henri Prade, Gilles Richard, Mathieu Serrurier
On the Induction of Different Kinds of First-Order Fuzzy Rules. ECSQARU (2003)
Mathieu Raynal, Mathieu Serrurier
CYNTHIA: An HTML Browser for Visually Handicapped People. ICCHP (2002)