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Mathieu Serrurier

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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⟩
Journal articles hal-02397244v1
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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⟩
Journal articles hal-01125505v1
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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⟩
Journal articles hal-01154256v1
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Naive possibilistic classifiers for imprecise or uncertain numerical data

Myriam Bounhas , Mohammad Ghasemi Hamed , Henri Prade , Mathieu Serrurier , Khaled Mellouli et al.
Fuzzy Sets and Systems, 2013, pp xxxx. ⟨10.1016/j.fss.2013.07.012⟩
Journal articles hal-00926435v1

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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-03033444v1

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⟩
Journal articles hal-03033461v1

Introducing possibilistic logic in ILP for dealing with exceptions

Mathieu Serrurier , Henri Prade
Artificial Intelligence, 2007, 171 (16-17), pp.939-950. ⟨10.1016/j.artint.2007.04.016⟩
Journal articles hal-03033452v1

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⟩
Journal articles hal-03033455v1

Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks

Louis Béthune , Thibaut Boissin , Mathieu Serrurier , Franck Mamalet , Corentin FRIEDRICH et al.
Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨10.48550/arXiv.2104.05097⟩
Conference papers hal-03872080v1

Achieving robustness in classification using optimal transport with hinge regularization

Mathieu Serrurier , Franck Mamalet , Alberto González-Sanz , Thibaut Boissin , Jean-Michel Loubes et al.
Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
Conference papers hal-03033400v1
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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⟩
Conference papers hal-02397803v1
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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
Conference papers hal-01782594v1
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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
Conference papers hal-01787372v1
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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
Conference papers hal-01809356v1
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Social Specialization of Space: Clustering Households on the French Riviera

Denis Pallez , Mathieu Serrurier , Célia da Costa Pereira , Giovanni Fusco , Cristina Cao et al.
Genetic and Evolutionary Computation Conference, Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764665⟩
Conference papers hal-01344327v1
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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
Conference papers hal-01171944v1
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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⟩
Conference papers hal-01078330v1
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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⟩
Conference papers hal-01141434v1
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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
Conference papers hal-00911709v1
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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
Conference papers hal-00867875v1
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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⟩
Conference papers 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⟩
Conference papers hal-03346981v1
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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⟩
Conference papers hal-00938894v1
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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⟩
Conference papers hal-00938763v1

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
Conference papers hal-03346982v1

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⟩
Conference papers 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⟩
Conference papers hal-03351549v1
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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⟩
Conference papers hal-01022276v1
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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
Conference papers hal-00940961v1
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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⟩
Conference papers hal-03351553v1
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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
Conference papers hal-00934773v1
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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 et al.
AVI 2010, International Working Conference on Advanced Visual Interfaces, May 2010, Roma, Italy. pp 233-240, ⟨10.1145/1842993.1843034⟩
Conference papers hal-01022249v1

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⟩
Conference papers hal-03349430v1

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⟩
Conference papers hal-03349427v1
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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
Conference papers hal-01166944v1

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⟩
Conference papers hal-01437752v1

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
Conference papers hal-03353613v1
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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⟩
Conference papers hal-01022164v1

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⟩
Conference papers hal-00533477v1
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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⟩
Conference papers hal-03358862v1
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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
Conference papers hal-03361589v1

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)
Conference papers hal-03364211v1
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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⟩
Conference papers hal-03364221v1
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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
Conference papers hal-03364213v1

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
Conference papers 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⟩
Conference papers hal-03367394v1

Learning first order fuzzy rules with their implication operator

Mathieu Serrurier , Henri Prade , Thomas Sudkamp , Didier Dubois , Gilles Richard et al.
10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004), Jul 2004, Perugia, Italy
Conference papers 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⟩
Conference papers hal-03370917v1

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
Conference papers hal-03369700v1

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
Conference papers hal-03369711v1

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⟩
Conference papers hal-03370920v1

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⟩
Conference papers hal-03373369v1

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⟩
Conference papers 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
Conference papers 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⟩
Conference papers hal-03373379v1

Apprentissage du type de règle floue le plus pertinent

Didier Dubois , Sylvain Lavalley , Henri Prade , Mathieu Serrurier , Thomas Sudkamp et al.
Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2003), Nov 2003, Tours, France. pp.81-88
Conference papers hal-03375240v1

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
Conference papers hal-03377606v1

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
Conference poster hal-03367405v1
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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks

Louis Béthune , Paul Novello , Thibaut Boissin , Guillaume Coiffier , Mathieu Serrurier et al.
2023
Preprints, Working Papers, ... hal-03977272v1
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When adversarial attacks become interpretable counterfactual explanations

Mathieu Serrurier , Franck Mamalet , Thomas Fel , Louis Béthune , Thibaut Boissin et al.
2022
Preprints, Working Papers, ... hal-03693355v1
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DPWTE: A Deep Learning Approach to Time-to-Event Analysis using a Sparse Weibull Mixture Layer

Achraf Bennis , Sandrine Mouysset , Mathieu Serrurier
2021
Preprints, Working Papers, ... hal-03263989v1
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A Hölderian backtracking method for min-max and min-min problems

Jérôme Bolte , Lilian Glaudin , Edouard Pauwels , Mathieu Serrurier
2020
Preprints, Working Papers, ... hal-02900875v1
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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
Preprints, Working Papers, ... hal-02483979v1
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Learning Disentangled Representations of Satellite Image Time Series

Eduardo Hugo Sanchez , Mathieu Serrurier , Mathias Ortner
2019
Preprints, Working Papers, ... hal-02046537v1

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 Dubois et al.
2019
Preprints, Working Papers, ... hal-03253808v1

Report on CIMI Thematic Trimester: Machine Learning

Stergos Afantenos , Nicolas Couellan , Aurélien Garivier , Sébastien Gerchinovitz , Jean-Michel Loubes et al.
[Rapport de recherche] IRIT : Institut de Recherche en Informatique de Toulouse. 2016
Reports hal-03155046v1