Mathieu Serrurier

83 papers A* 9A 3B 9C 7Journal 29Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Orthogonium : A Unified, Efficient Library of Orthogonal and 1-Lipschitz Building Blocks. CoRR Thibaut Boissin, Franck Mamalet, Valentin Lafargue, Mathieu Serrurier
2025	A*	`conf`	An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. ICML Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier
2025	J	`jnl`	An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures. CoRR Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier
2025	—	`conf`	Analyse comparée de méthodes de générations de données hétérogènes, multidimensionnelles et réalistes. EGC Michael Corbeau, Emmanuelle Claeys, Mathieu Serrurier, Pascale Zaraté
2025	—	`conf`	Collaborative Synchronous Hybrid Learning Environments: Opportunities and Audio/Acoustic Quality Challenges. CSEDU (1) Héloïse Tudela, Mathieu Serrurier, Nader Mechergui, Yannick Brudieux, Mériem Jaïdane
2025	A*	`conf`	Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks. ICML Thomas Massena, Léo Andéol, Thibaut Boissin, Franck Mamalet, Corentin Friedrich, Mathieu Serrurier, Sébastien Gerchinovitz
2025	J	`jnl`	Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks. CoRR Thomas Massena, Léo Andéol, Thibaut Boissin, Franck Mamalet, Corentin Friedrich, Mathieu Serrurier, Sébastien Gerchinovitz
2025	J	`jnl`	Fast and Flexible Robustness Certificates for Semantic Segmentation. CoRR Thomas Massena, Corentin Friedrich, Franck Mamalet, Mathieu Serrurier
2025	B	`conf`	Generating Heterogeneous Multi-dimensional Data : A Comparative Study. SMC Michael Corbeau, Emmanuelle Claeys, Mathieu Serrurier, Pascale Zaraté
2025	J	`jnl`	Generating Heterogeneous Multi-dimensional Data : A Comparative Study. CoRR Michael Corbeau, Emmanuelle Claeys, Mathieu Serrurier, Pascale Zaraté
2025	J	`jnl`	Turbo-Muon: Accelerating Orthogonality-Based Optimization with Pre-Conditioning. CoRR Thibaut Boissin, Thomas Massena, Franck Mamalet, Mathieu Serrurier
2024	A*	`conf`	DP-SGD Without Clipping: The Lipschitz Neural Network Way. ICLR Louis Béthune, Thomas Massena, Thibaut Boissin, Aurélien Bellet, Franck Mamalet, Yannick Prudent, Corentin Friedrich, Mathieu Serrurier, David Vigouroux
2024	J	`jnl`	Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group. Int. J. Approx. Reason. 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
2023	J	`jnl`	DP-SGD Without Clipping: The Lipschitz Neural Network Way. CoRR Louis Béthune, Thomas Massena, Thibaut Boissin, Yannick Prudent, Corentin Friedrich, Franck Mamalet, Aurélien Bellet, Mathieu Serrurier, David Vigouroux
2023	A*	`conf`	On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective. NeurIPS Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
2023	A*	`conf`	Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks. ICML Louis Béthune, Paul Novello, Guillaume Coiffier, Thibaut Boissin, Mathieu Serrurier, Quentin Vincenot, Andres Troya-Galvis
2023	J	`jnl`	Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks. CoRR Louis Béthune, Paul Novello, Thibaut Boissin, Guillaume Coiffier, Mathieu Serrurier, Quentin Vincenot, Andres Troya-Galvis
2023	J	`jnl`	The backtrack Hölder gradient method with application to min-max and min-min problems. Open J. Math. Optim. Jérôme Bolte, Lilian Glaudin, Edouard Pauwels, Mathieu Serrurier
2022	A*	`conf`	Pay attention to your loss : understanding misconceptions about Lipschitz neural networks. NeurIPS Louis Béthune, Thibaut Boissin, Mathieu Serrurier, Franck Mamalet, Corentin Friedrich, Alberto González-Sanz
2022	J	`jnl`	Precipitaion Nowcasting using Deep Neural Network. CoRR 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
2022	J	`jnl`	When adversarial attacks become interpretable counterfactual explanations. CoRR Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin
2021	A*	`conf`	Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization. CVPR Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
2021	—	`conf`	DPWTE: A Deep Learning Approach to Survival Analysis Using a Parsimonious Mixture of Weibull Distributions. ICANN (2) Achraf Bennis, Sandrine Mouysset, Mathieu Serrurier
2021	—	`conf`	Detecting Dyslexia from Audio Records: An AI Approach. HEALTHINF Jim Radford, Gilles Richard, Hugo Richard, Mathieu Serrurier
2021	J	`jnl`	The Many Faces of 1-Lipschitz Neural Networks. CoRR Louis Béthune, Alberto González-Sanz, Franck Mamalet, Mathieu Serrurier
2020	J	`jnl`	A Hölderian backtracking method for min-max and min-min problems. CoRR Jérôme Bolte, Lilian Glaudin, Edouard Pauwels, Mathieu Serrurier
2020	J	`jnl`	Achieving robustness in classification using optimal transport with hinge regularization. CoRR Mathieu Serrurier, Franck Mamalet, Alberto González-Sanz, Thibaut Boissin, Jean-Michel Loubes, Eustasio del Barrio
2020	J	`jnl`	Dyslexia and Dysgraphia prediction: A new machine learning approach. CoRR Gilles Richard, Mathieu Serrurier
2020	—	`conf`	Estimation of Conditional Mixture Weibull Distribution with Right Censored Data Using Neural Network for Time-to-Event Analysis. PAKDD (1) Achraf Bennis, Sandrine Mouysset, Mathieu Serrurier
2020	—	`conf`	Learning Disentangled Representations via Mutual Information Estimation. ECCV (22) Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
2020	—	`conf`	Mutual Information Measure for Image Segmentation Using Few Labels. ECML/PKDD (4) Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
2019	J	`jnl`	Analogical proportion-based methods for recommendation - First investigations. Fuzzy Sets Syst. Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier
2019	J	`jnl`	From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group). CoRR 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
2019	—	`conf`	Learning Disentangled Representations of Satellite Image Time Series. ECML/PKDD (3) Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
2019	J	`jnl`	Learning Disentangled Representations of Satellite Image Time Series. CoRR Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
2019	J	`jnl`	Learning Disentangled Representations via Mutual Information Estimation. CoRR Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
2016	A	`conf`	Analogical Classifiers: A Theoretical Perspective. ECAI Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier
2016	B	`conf`	Analogy in recommendation. Numerical vs. ordinal: A discussion. FUZZ-IEEE Nicolas Hug, Henri Prade, Gilles Richard, Mathieu Serrurier
2015	A*	`conf`	Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees. ICML Mathieu Serrurier, Henri Prade
2015	—	`conf`	Social Specialization of Space: Clustering Households on the French Riviera. GECCO (Companion) Denis Pallez, Mathieu Serrurier, Célia da Costa Pereira, Giovanni Fusco, Cristina Cao
2014	—	`conf`	Learning Structure of Bayesian Networks by Using Possibilistic Upper Entropy. SMPS Mathieu Serrurier, Henri Prade
2014	J	`jnl`	Naive possibilistic classifiers for imprecise or uncertain numerical data. Fuzzy Sets Syst. Myriam Bounhas, Mohammad Ghasemi Hamed, Henri Prade, Mathieu Serrurier, Khaled Mellouli
2013	—	`conf`	A Scalable Learning Algorithm for Kernel Probabilistic Classifier. SUM Mathieu Serrurier, Henri Prade
2013	J	`jnl`	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. Mathieu Serrurier, Henri Prade
2013	—	`conf`	From Visualization to Association Rules: an automatic approach. SCCG Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter
2013	J	`jnl`	Possibilistic classifiers for numerical data. Soft Comput. Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier
2013	—	`conf`	Visualization of Frequent Itemsets with Nested Circular Layout and Bundling Algorithm. ISVC (2) Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter
2012	—	`conf`	A Possibilistic Rule-Based Classifier. IPMU (1) Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli
2012	—	`conf`	Classification Based on Possibilistic Likelihood. IPMU (3) Mathieu Serrurier, Henri Prade
2012	—	`conf`	Possibilistic KNN Regression Using Tolerance Intervals. IPMU (3) Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
2012	—	`conf`	Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals. SUM Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
2012	—	`conf`	Simultaneous Interval Regression for K-Nearest Neighbor. Australasian Conference on Artificial Intelligence Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand
2011	—	`conf`	Imprecise Regression Based on Possibilistic Likelihood. SUM Mathieu Serrurier, Henri Prade
2011	B	`conf`	Maximum-likelihood principle for possibility distributions viewed as families of probabilities. FUZZ-IEEE Mathieu Serrurier, Henri Prade
2011	C	`conf`	Possibilistic Classifiers for Uncertain Numerical Data. ECSQARU Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli
2011	—	`conf`	Utilisation d'outils de visual data mining pour l'exploration d'un ensemble de règles d'association. IHM Gwenael Bothorel, Mathieu Serrurier, Christophe Hurter
2010	B	`conf`	An automatic generation of schematic maps to display flight routes for air traffic controllers: structure and color optimization. AVI Christophe Hurter, Mathieu Serrurier, Roland Alonso, Gilles Tabart, Jean-Luc Vinot
2010	—	`conf`	From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data. SUM Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier
2010	—	`conf`	Why Imprecise Regression: A Discussion. SMPS Henri Prade, Mathieu Serrurier
2009	C	`conf`	Elicitating Sugeno Integrals: Methodology and a Case Study. ECSQARU Henri Prade, Agnès Rico, Mathieu Serrurier, Eric Raufaste
2009	C	`conf`	Elicitation of Sugeno Integrals: A Version Space Learning Perspective. ISMIS Henri Prade, Agnès Rico, Mathieu Serrurier
2009	—	`conf`	Génération et placement de couleurs sur une vue de type métro. IHM Christophe Hurter, Mathieu Serrurier, Gilles Tabart, Jean-Luc Vinot
2008	J	`jnl`	Agents that argue and explain classifications. Auton. Agents Multi Agent Syst. Leila Amgoud, Mathieu Serrurier
2008	J	`jnl`	Bipolar version space learning. Int. J. Intell. Syst. Henri Prade, Mathieu Serrurier
2008	J	`jnl`	Improving inductive logic programming by using simulated annealing. Inf. Sci. Mathieu Serrurier, Henri Prade
2007	B	`conf`	A General Framework for Imprecise Regression. FUZZ-IEEE Mathieu Serrurier, Henri Prade
2007	—	`conf`	Arguing and Explaining Classifications. ArgMAS Leila Amgoud, Mathieu Serrurier
2007	A	`conf`	Arguing and explaining classifications. AAMAS Leila Amgoud, Mathieu Serrurier
2007	J	`jnl`	Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules. Soft Comput. Mathieu Serrurier, Henri Prade
2007	J	`jnl`	Introducing possibilistic logic in ILP for dealing with exceptions. Artif. Intell. Mathieu Serrurier, Henri Prade
2007	J	`jnl`	Learning fuzzy rules with their implication operators. Data Knowl. Eng. Mathieu Serrurier, Didier Dubois, Henri Prade, Thomas A. Sudkamp
2007	—	`conf`	Loi de fitts: prédiction du temps de pointage sous forme d'ensembles flous. IHM Mathieu Raynal, Mathieu Serrurier
2006	B	`conf`	Imprecise Regression and Regression on Fuzzy Data - A Preliminary Discussion. FUZZ-IEEE Mathieu Serrurier, Henri Prade
2006	A	`conf`	Version Space Learning for Possibilistic Hypotheses. ECAI Henri Prade, Mathieu Serrurier
2005	A*	`conf`	Coping with exceptions in multiclass ILP problems using possibilistic logic. IJCAI Mathieu Serrurier, Henri Prade
2005	B	`conf`	Fuzzy Inductive Logic Programming: Learning Fuzzy Rules with their Implication. FUZZ-IEEE Mathieu Serrurier, Thomas A. Sudkamp, Didier Dubois, Henri Prade
2005	C	`conf`	Possibilistic Inductive Logic Programming. ECSQARU Mathieu Serrurier, Henri Prade
2004	B	`conf`	A Simulated Annealing Framework for ILP. ILP Mathieu Serrurier, Henri Prade, Gilles Richard
2004	B	`conf`	Getting adaptability or expressivity in inductive logic programming by using fuzzy predicates. FUZZ-IEEE Henri Prade, Mathieu Serrurier
2003	—	`conf`	Enriching Relational Learning with Fuzzy Predicates. PKDD Henri Prade, Gilles Richard, Mathieu Serrurier
2003	C	`conf`	Learning First Order Fuzzy Logic Rules. IFSA Henri Prade, Gilles Richard, Mathieu Serrurier
2003	C	`conf`	On the Induction of Different Kinds of First-Order Fuzzy Rules. ECSQARU Henri Prade, Gilles Richard, Mathieu Serrurier
2002	C	`conf`	CYNTHIA: An HTML Browser for Visually Handicapped People. ICCHP Mathieu Raynal, Mathieu Serrurier