Mathieu Serrurier

Publications

Article dans une revue (13)

Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group Ismaïl Baaj,Zied Bouraoui,Antoine Cornuéjols,Thierry Denoeux,Sébastien Desterckeet al. International Journal of Approximate Reasoning, 2024, 171, pp.109206. ⟨10.1016/j.ijar.2024.109206⟩ Article dans une revue hal-04653616v1
The backtrack Hölder gradient method with application to min-max and min-min problems Jérôme Bolte,Lilian Glaudin,Edouard Pauwels,Mathieu Serrurier Open Journal of Mathematical Optimization, 2023, 4 (8), 17 p. ⟨10.5802/ojmo.24⟩ Article dans une revue hal-02900875v2
ARPEGE Cloud Cover Forecast Postprocessing with Convolutional Neural Network Florian Dupuy,Olivier Mestre,Mathieu Serrurier,Valentin Kivachuk Burdá,Michaël Zamoet al. Weather and Forecasting, 2021, 36 (2), pp.567-586. ⟨10.1175/WAF-D-20-0093.1⟩ Article dans une revue insu-03668380v1
Analogical proportion-based methods for recommendation - First investigations Nicolas Hug,Henri Prade,Gilles Richard,Mathieu Serrurier Fuzzy Sets and Systems, 2018, 366, pp.110-132. ⟨10.1016/j.fss.2018.11.007⟩ Article dans une revue hal-02397244v1
Naive possibilistic classifiers for imprecise or uncertain numerical data Myriam Bounhas,Mohammad Ghasemi Hamed,Henri Prade,Mathieu Serrurier,Khaled Mellouli Fuzzy Sets and Systems, 2013, pp xxxx. ⟨10.1016/j.fss.2013.07.012⟩ Article dans une revue hal-00926435v1
An informational distance for estimating the faithfulness of a possibility distribution, viewed as a family of probability distributions, with respect to data Mathieu Serrurier,Henri Prade International Journal of Approximate Reasoning, 2013, vol. 54 (n° 7), pp. 919-933. ⟨10.1016/j.ijar.2013.01.011⟩ Article dans une revue hal-01154256v1
Possibilistic classifiers for numerical data Myriam Bounhas,Khaled Mellouli,Henri Prade,Mathieu Serrurier Soft Computing, 2013, vol. 17 (n° 5), pp. 733-751. ⟨10.1007/s00500-012-0947-9⟩ Article dans une revue hal-01125505v1
Agents that argue and explain classifications Leila Amgoud,Mathieu Serrurier Autonomous Agents and Multi-Agent Systems, 2008, 16 (2), pp.187-209. ⟨10.1007/s10458-007-9025-6⟩ Article dans une revue hal-03033449v1
Improving inductive logic programming by using simulated annealing Mathieu Serrurier,Henri Prade Information Sciences, 2008, 178 (6), pp.1423-1441. ⟨10.1016/j.ins.2007.10.015⟩ Article dans une revue istex hal-03033438v1
Bipolar version space learning Henri Prade,Mathieu Serrurier International Journal of Intelligent Systems, 2008, 23 (10), pp.1135-1152. ⟨10.1002/int.20310⟩ Article dans une revue istex hal-03033444v1
Introducing possibilistic logic in ILP for dealing with exceptions Mathieu Serrurier,Henri Prade Artificial Intelligence (AIJ), 2007, 171 (16-17), pp.939-950. ⟨10.1016/j.artint.2007.04.016⟩ Article dans une revue hal-03033452v1
Learning fuzzy rules with their implication operators Mathieu Serrurier,Didier Dubois,Henri Prade,Thomas Sudkamp Data and Knowledge Engineering, 2007, 60 (1), pp.71-89. ⟨10.1016/j.datak.2006.01.007⟩ Article dans une revue istex hal-03033461v1
Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules Mathieu Serrurier,Henri Prade Soft Computing, 2006, 11 (5), pp.459-466. ⟨10.1007/s00500-006-0109-z⟩ Article dans une revue istex hal-03033455v1

Communication dans un congrès (57)

Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks Thomas Massena,Léo Andéol,Thibaut Boissin,Franck Mamalet,Corentin Friedrichet al. Forty-Second International Conference on Machine Learning (ICML 2025), Jul 2025, Vancouver, Canada Communication dans un congrès hal-04936823v3
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures Thibaut Boissin,Franck Mamalet,Thomas Fel,Agustin Martin Picard,Thomas Massenaet al. International Conference on Machine Learning, 2025, Vancouver, Canada Communication dans un congrès hal-04883528v3
Orthogonium : A Unified, Efficient Library of Orthogonal and 1-Lipschitz Building Blocks Thibaut Boissin,Franck Mamalet,Valentin Lafargue,Mathieu Serrurier ICML 2025 Workshop on Championing Open- source Development in Machine Learning (CODEML ’25), Jul 2025, Vancouver, France Communication dans un congrès hal-05399030v1
DP-SGD Without Clipping: The Lipschitz Neural Network Way Louis Béthune,Thomas Massena,Thibaut Boissin,Yannick Prudent,Corentin Friedrichet al. ICLR 2024 - 12th International Conference on Learning Representations, May 2024, Vienna (Austria), Austria Communication dans un congrès hal-04610647v1
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective Mathieu Serrurier,Franck Mamalet,Thomas Fel,Louis Béthune,Thibaut Boissin Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, Dec 2023, New Orleans (Louisiana), United States Communication dans un congrès hal-03693355v3
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks Louis Béthune,Paul Novello,Thibaut Boissin,Guillaume Coiffier,Mathieu Serrurieret al. 40th International Conference on Machine Learning, Jul 2023, Honolulu, Hawaii, United States. pp.2245-2271, ⟨10.5555/3618408.3618504⟩ Communication dans un congrès hal-03977272v2
Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks Louis Béthune,Thibaut Boissin,Mathieu Serrurier,Franck Mamalet,Corentin Friedrichet al. Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨10.48550/arXiv.2104.05097⟩ Communication dans un congrès hal-03872080v1
Achieving robustness in classification using optimal transport with hinge regularization Mathieu Serrurier,Franck Mamalet,Alberto González-Sanz,Thibaut Boissin,Jean-Michel Loubeset al. Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩ Communication dans un congrès hal-03033400v1
Learning Disentangled Representations via Mutual Information Estimation Eduardo Hugo Sanchez,Mathieu Serrurier,Mathias Ortner 16th European Conference on Computer Vision - ECCV 2020, Aug 2020, online, France. pp.205-221, ⟨10.1007/978-3-030-58542-6_13⟩ Communication dans un congrès hal-02397803v1
Analogy in recommendation. Numerical vs. ordinal: A discussion Nicolas Hug,Henri Prade,Gilles Richard,Mathieu Serrurier IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016) in IEEE World Congress on Computational Intelligence - WCCI 2016, Jul 2016, Vancouver, Canada. pp. 2220-2226 Communication dans un congrès hal-01787372v1
Analogical Classifiers: A Theoretical Perspective Nicolas Hug,Henri Prade,Gilles Richard,Mathieu Serrurier European Conference on Artificial Intelligence (ECAI 2016), Aug 2016, La Hague, France. pp. 689-697 Communication dans un congrès hal-01782594v1
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees Mathieu Serrurier,Henri Prade 32nd International Conference on Machine Learning (ICML 2015), Jul 2015, Lille, France. pp. 1576-1584 Communication dans un congrès hal-01809356v1
Social Specialization of Space: Clustering Households on the French Riviera Denis Pallez,Mathieu Serrurier,Célia da Costa Pereira,Giovanni Fusco,Cristina Cao Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764665⟩ Communication dans un congrès hal-01344327v1
Visualization of Frequent Itemsets with Nested Circular Layout and Bundling Algorithm Gwenael Bothorel,Mathieu Serrurier,Christophe Hurter International Symposium on Visual Computing - ISVC 2013, Jul 2013, Rethymnon, Greece. pp.396-405, ⟨10.1007/978-3-642-41939-3_38⟩ Communication dans un congrès hal-01141434v1
A scalable learning algorithm for Kernel Probabilistic Classifier Mathieu Serrurier,Henri Prade 7th International Conference on Scalable Uncertainty Management (SUM), Sep 2013, Washington, DC, United States. pp. 297-310 Communication dans un congrès hal-01171944v1
From Visualization to Association Rules : an automatic approach Gwenael Bothorel,Mathieu Serrurier,Christophe Hurter SCCG 2013, Spring Conference on Computer Graphics, ACM, May 2013, Smolenice, Slovakia. pp 57-64, ⟨10.1145/2508244.2508252⟩ Communication dans un congrès hal-01078330v1
Mining aeronautical data by using visualized driven rules extraction approach Gwenael Bothorel,Mathieu Serrurier,Christophe Hurter ISIATM 2013, 2nd International Conference on Interdisciplinary Science for Innovative Air Traffic Management, Jul 2013, Toulouse, France Communication dans un congrès hal-00867875v1
Statistical prediction of aircraft trajectory : regression methods vs point-mass model Mohammad Ghasemi Hamed,David Gianazza,Mathieu Serrurier,Nicolas Durand ATM 2013, 10th USA/Europe Air Traffic Management Research and Development Seminar, Jun 2013, Chicago, United States. pp xxxx Communication dans un congrès hal-00911709v1
Representing uncertainty by possibility distributions encoding confidence bands, tolerance and prediction intervals Mohammad Ghasemi Hamed,Mathieu Serrurier,Nicolas Durand SUM 2012, 6th International Conference on Scalable Uncertainty Management, Sep 2012, Marburg, Germany. pp 233-246, ⟨10.1007/978-3-642-33362-0_18⟩ Communication dans un congrès hal-00938794v1
A Possibilistic Rule-Based Classifier Myriam Bounhas,Henri Prade,Mathieu Serrurier,Khaled Mellouli 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2012), Jul 2012, Catania, Italy. pp.21--31, ⟨10.1007/978-3-642-31709-5_3⟩ Communication dans un congrès hal-03346981v1
Simultaneous interval regression for K-nearest neighbor Mohammad Ghasemi Hamed,Mathieu Serrurier,Nicolas Durand AI 2012, 25th Australasian Joint Conference on Artificial Intelligence, Dec 2012, Sydney, Australia. pp 602-613, ⟨10.1007/978-3-642-35101-3_51⟩ Communication dans un congrès hal-00938894v1
Classification Based on Possibilistic Likelihood Mathieu Serrurier,Henri Prade 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2012), Jul 2012, Catania, Italy. pp.420--429 Communication dans un congrès hal-03346982v1
Possibilistic KNN regression using tolerance intervals Mohammad Ghasemi Hamed,Mathieu Serrurier,Nicolas Durand IPMU 2012, 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2012, Catania, Italy. pp 410-419, ⟨10.1007/978-3-642-31718-7_43⟩ Communication dans un congrès hal-00938763v1
Building possibility distribution based on confidence intervals of parameters of Gaussian mixtures Mohammad Ghasemi Hamed,Mathieu Serrurier,Nicolas Durand SUM 2011, 5th International Conference on Scalable Uncertainty Management, Oct 2011, Dayton, United States Communication dans un congrès hal-00934773v1
Imprecise Regression Based on Possibilistic Likelihood Mathieu Serrurier,Henri Prade 5th International Conference on Scalable Uncertainty Management (SUM 2011), Oct 2011, Dayton, OH, United States. pp.447-459, ⟨10.1007/978-3-642-23963-2_35⟩ Communication dans un congrès istex hal-03351565v1
Possibilistic Classifiers for Uncertain Numerical Data Myriam Bounhas,Henri Prade,Mathieu Serrurier,Khaled Mellouli 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2011), Jun 2011, Belfast, Ireland. pp.434-446, ⟨10.1007/978-3-642-22152-1_37⟩ Communication dans un congrès istex hal-03351549v1
Utilisation d'outils de Visual Data Mining pour l'exploration d'un ensemble de règles d'association Gwenael Bothorel,Mathieu Serrurier,Christophe Hurter IHM 2011, 23ème Conférence Francophone sur l'Interaction Homme-Machine, Oct 2011, Nice, France. pp.Article N° 12, ⟨10.1145/2044354.2044369⟩ Communication dans un congrès hal-01022276v1
Ground-based prediction of aircraft climb : point-mass model vs regression methods Richard Alligier,Mohammad Ghasemi Hamed,David Gianazza,Mathieu Serrurier Complex World 2011, 1st Annual Complex World Conference, Jul 2011, Seville, Spain. pp xxxx Communication dans un congrès hal-00940961v1
Maximum-likelihood principle for possibility distributions viewed as families of probabilities Mathieu Serrurier,Henri Prade IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), Jun 2011, Taipei, Taiwan. pp.2987--2993, ⟨10.1109/FUZZY.2011.6007527⟩ Communication dans un congrès hal-03351553v1
From Bayesian classifiers to possibilistic classifiers for numerical data Myriam Bounhas,Khaled Mellouli,Henri Prade,Mathieu Serrurier 4th International Conference on Scalable Uncertainty Management (SUM 2010), Sep 2010, Toulouse, France. pp.112-125, ⟨10.1007/978-3-642-15951-0_15⟩ Communication dans un congrès istex hal-03349427v1
Why Imprecise regression: a discussion Henri Prade,Mathieu Serrurier 5th International Conference on Soft Methods in Probability and Statistics (SMPS 2010), Sep 2010, Oviedo and Mieres, Asturias, Spain. pp.527-535, ⟨10.1007/978-3-642-14746-3_65⟩ Communication dans un congrès istex hal-03349430v1
An automatic generation of metro-like maps to display flight routes for air traffic controllers: structure and color optimization Christophe Hurter,Mathieu Serrurier,Roland Alonso,Gilles Tabart,Jean-Luc Vinot AVI 2010, International Working Conference on Advanced Visual Interfaces, May 2010, Roma, Italy. pp 233-240, ⟨10.1145/1842993.1843034⟩ Communication dans un congrès hal-01022249v1
Génération et placement de couleurs sur une vue de type métro Christophe Hurter,Mathieu Serrurier,Gilles Tabart,Jean-Luc Vinot IHM 2009, 21ème Conférence Francophone sur l'Interaction Homme-Machine, Oct 2009, Grenoble, France. pp 55-58, ⟨10.1145/1629826.1629835⟩ Communication dans un congrès hal-01022164v1
Elicitation of Sugeno integrals : A version space learning perspective Henri Prade,Agnès Rico,Mathieu Serrurier Proc. 18th Int. Symp. on Methodologies for Intelligent Systems, ISMIS'09, Sep 2009, Prague, Czech Republic, Czech Republic. pp.392-401, ⟨10.1007/978-3-642-04125-9_42⟩ Communication dans un congrès istex hal-01437752v1
Elicitating Sugeno Integrals: Methodology and a Case Study Henri Prade,Agnès Rico,Mathieu Serrurier,Éric Raufaste 10th European Conference Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2009), Jul 2009, Verona, Italy. pp.712-723, ⟨10.1007/978-3-642-02906-6_61⟩ Communication dans un congrès istex hal-00533477v1
Making regression imprecise for providing a better representation of precise data Mathieu Serrurier,Henri Prade Second workshop of the ERCIM working group on Computing ans Statistics (ERCIM 2009), Oct 2009, Limassol, Cyprus Communication dans un congrès hal-03353613v1
Increasing Air Traffic Control simulations realism through voice transformation Mathieu Serrurier,Sylvain Neswadba,Jean-Paul Imbert AudioMostly 2009, Conference on Interaction with Sound, Sep 2009, Glasgow, United Kingdom Communication dans un congrès hal-01166944v1
Arguing and explaining classifications Leila Amgoud,Mathieu Serrurier 4th International Workshop on Argumentation in Multi-Agent Systems (ArgMAS 2007), May 2007, Honolulu, HI, United States. pp.164--177, ⟨10.1007/978-3-540-78915-4_11⟩ Communication dans un congrès hal-04313460v1
A general framework for imprecise regression Mathieu Serrurier,Henri Prade IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2007), Jul 2007, London, United Kingdom. pp.1597--1602, ⟨10.1109/FUZZY.2007.4295605⟩ Communication dans un congrès hal-03358862v1
Super increasing sequences and learning of default rules Mathieu Serrurier,Didier Dubois,Henri Prade 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2006), Jul 2006, Paris, France Communication dans un congrès hal-03364213v1
An Argumentation Framework for Concept Learning Leila Amgoud,Mathieu Serrurier International Workshop on Non-Monotonic Reasoning (NMR 2006 @ KR 2006), Clausthal University of Technology, May 2006, Lake District, United Kingdom Communication dans un congrès hal-04315684v1
Gérer les exceptions en programmation logique inductive multiclasse avec la logique possibiliste Mathieu Serrurier,Henri Prade 15ème Congrès Francophone de Reconnaissance des Formes et Intelligence Artificielle (RFIA 2006), Jan 2006, Tours, France. pp.(en ligne) Communication dans un congrès hal-03364211v1
Version Space Learning for Possibilistic Hypotheses Henri Prade,Mathieu Serrurier 17th European Conference on Artificial Intelligence (ECAI 2006), European Coordinating Committee for Artificial Intelligence (ECCAI); Italian Association of Artificial Intelligence, Aug 2006, Riva del Garda, Italy. pp.801-802 Communication dans un congrès hal-03361589v1
Imprecise regression and regression on fuzzy data A preliminary discussion Mathieu Serrurier,Henri Prade 2006 IEEE International Conference on Fuzzy Systems, Jul 2006, Vancouver, Canada. ⟨10.1109/FUZZY.2006.1681908⟩ Communication dans un congrès hal-03364221v1
Possibilistic inductive logic programming Mathieu Serrurier,Henri Prade 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2005), Jul 2005, Barcelone, Spain. pp.675-686 Communication dans un congrès hal-03367398v1
Fuzzy inductive logic programming: learning fuzzy rules with their implication Mathieu Serrurier,Thomas Sudkamp,Didier Dubois,Henri Prade 14th IEEE International Conference on Fuzzy Systems, May 2005, Reno, Nevada, United States. pp.613-618, ⟨10.1109/FUZZY.2005.1452464⟩ Communication dans un congrès hal-03367394v1
Enrichir la programmation logique inductive avec des prédicats flous Henri Prade,Gilles Richard,Mathieu Serrurier 14ème Congrés Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle (RFIA 2004), Association française pour la reconnaissance et l'interprétation des formes; Association française pour l'intelligence artificielle, Jan 2004, Toulouse, France. pp.319-327 Communication dans un congrès hal-03369700v1
Getting adaptability or expressivity in inductive logic programming by using fuzzy predicates Henri Prade,Mathieu Serrurier IEEE International Conference on Fuzzy Systems 2004, Jul 2004, Budapest, Hungary. pp.73-77, ⟨10.1109/FUZZY.2004.1375691⟩ Communication dans un congrès hal-03370920v1
Learning first order fuzzy rules with their implication operator Mathieu Serrurier,Henri Prade,Thomas Sudkamp,Didier Dubois,Gilles Richard 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004), Jul 2004, Perugia, Italy Communication dans un congrès hal-03370918v1
A simulated annealing framework for ILP Mathieu Serrurier,Henri Prade,Gilles Richard 14th International Conference on Inductive Logic Programming (ILP 2004), 2004, Porto, Portugal. pp.288-304, ⟨10.1007/978-3-540-30109-7_22⟩ Communication dans un congrès istex hal-03370917v1
Les avantages de la discrétisation floue dans l'apprentissage de règles Mathieu Serrurier,Henri Prade Conférence sur l'Apprentissage Automatique (CAP 2004), LIRMM: Laboratoire d'informatique, de robotique et de microélectronique de Montpellier, Jun 2004, Montpellier, France Communication dans un congrès hal-03369711v1
Apprentissage du type de règle floue le plus pertinent Didier Dubois,Sylvain Lavalley,Henri Prade,Mathieu Serrurier,Thomas Sudkamp Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2003), Nov 2003, Tours, France. pp.81-88 Communication dans un congrès hal-03375240v1
On the induction of different kinds of first-order fuzzy rules Henri Prade,Gilles Richard,Mathieu Serrurier 7th European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU 2003), Jul 2003, Aalborg, Denmark. pp.370-381, ⟨10.1007/978-3-540-45062-7_30⟩ Communication dans un congrès istex hal-03373364v1
Using simulated annealing in ILP Mathieu Serrurier,Henri Prade,Gilles Richard 13th International Conference on Inductive Logic Programming (ILP 2003), Sep 2003, Szeged, Hungary Communication dans un congrès hal-03375238v1
Enriching relational learning with fuzzy predicates Henri Prade,Gilles Richard,Mathieu Serrurier 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2003), 2003, Cavtat-Dubrovnik, Croatia. pp.399-410, ⟨10.1007/978-3-540-39804-2_36⟩ Communication dans un congrès hal-03373379v1
Learning first order fuzzy logic rules Henri Prade,Gilles Richard,Mathieu Serrurier 10th International Fuzzy Systems Association World Congress (IFSA 2003), Jun 2003, Istanbul, Turkey. pp.702--709, ⟨10.1007/3-540-44967-1_84⟩ Communication dans un congrès istex hal-03373369v1
Stratified induction in possibilistic logic Didier Dubois,Henri Prade,Gilles Richard,Mathieu Serrurier 9ème Conférence Internationale sur le traitement d'information et gestion d'incertitudes dans les systèmes à base de connaissances (IPMU 2002), Jun 2002, Annecy, France. pp.617-623 Communication dans un congrès hal-03377606v1

Poster de conférence (1)

Coping with exceptions in multiclass ILP problems using possibilistic logic (Poster paper) Mathieu Serrurier,Henri Prade Nineteenth International Joint Conference on Artificial Intelligence (IJCAI 2005), Jul 2005, Edinburgh, Scotland, United Kingdom. Gallus, IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30-August 5, 2005, pp.1761-1762, 2005 Poster de conférence hal-03367405v1

Pré-publication, Document de travail (8)

Turbo-Muon: Accelerating Orthogonality-Based Optimization with Pre-Conditioning Thibaut Boissin,Thomas Massena,Franck Mamalet,Mathieu Serrurier 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05390446v1
Generating Heterogeneous Multi-dimensional Data : A Comparative Study Michael Corbeau,Emmanuelle Claeys,Mathieu Serrurier,Pascale Zaraté 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05374824v1
Fast and Flexible Robustness Certificates for Semantic Segmentation Thomas Massena,Corentin Friedrich,Franck Mamalet,Mathieu Serrurier 2025 Pré-publication, Document de travail hal-05393092v1
Mutual Information Measure for Image Segmentation Using Few Labels Eduardo Hugo Sanchez,Mathieu Serrurier,Mathias Ortner 2023 Pré-publication, Document de travail hal-02892004v1
DPWTE: A Deep Learning Approach to Time-to-Event Analysis using a Sparse Weibull Mixture Layer Achraf Bennis,Sandrine Mouysset,Mathieu Serrurier 2021 Pré-publication, Document de travail hal-03263989v1
Estimation of conditional mixture Weibull distribution with right-censored data using neural network for time-to-event analysis Achraf Bennis,Sandrine Mouysset,Mathieu Serrurier 2020 Pré-publication, Document de travail hal-02483979v1
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group) Zied Bouraoui,Antoine Cornuéjols,Thierry Denœux,Sébastien Destercke,Didier Duboiset al. 2019 Pré-publication, Document de travail hal-03253808v1
Learning Disentangled Representations of Satellite Image Time Series Eduardo Hugo Sanchez,Mathieu Serrurier,Mathias Ortner 2019 Pré-publication, Document de travail hal-02046537v1

Rapport (1)

Report on CIMI Thematic Trimester: Machine Learning Stergos Afantenos,Nicolas Couellan,Aurélien Garivier,Sébastien Gerchinovitz,Jean-Michel Loubeset al. [Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016 Rapport (rapport de recherche) hal-03155046v1