Mathieu Serrurier
According to our database1,
Mathieu Serrurier
authored at least 66 papers
between 2002 and 2024.
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Bibliography
2024
Synergies between machine learning and reasoning - An introduction by the Kay R. Amel group.
Int. J. Approx. Reason., 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
The backtrack Hölder gradient method with application to min-max and min-min problems.
Open J. Math. Optim., 2023
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023
2022
CoRR, 2022
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
DPWTE: A Deep Learning Approach to Survival Analysis Using a Parsimonious Mixture of Weibull Distributions.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
Estimation of Conditional Mixture Weibull Distribution with Right Censored Data Using Neural Network for Time-to-Event Analysis.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Fuzzy Sets Syst., 2019
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group).
CoRR, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
2015
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
2014
Fuzzy Sets Syst., 2014
Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014
2013
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., 2013
Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013
Proceedings of the Spring Conference on Computer Graphics, 2013
Visualization of Frequent Itemsets with Nested Circular Layout and Bundling Algorithm.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
2012
Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012
Proceedings of the Advances in Computational Intelligence, 2012
Proceedings of the Advances in Computational Intelligence, 2012
Proceedings of the Advances on Computational Intelligence, 2012
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012
2011
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011
Utilisation d'outils de visual data mining pour l'exploration d'un ensemble de règles d'association.
Proceedings of the 23th French speaking Conference on Human-Computer Interaction, 2011
Maximum-likelihood principle for possibility distributions viewed as families of probabilities.
Proceedings of the FUZZ-IEEE 2011, 2011
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011
2010
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010
An automatic generation of schematic maps to display flight routes for air traffic controllers: structure and color optimization.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010
2009
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009
Proceedings of the 21st International Conference of the Association Francophone d'Interaction Homme-Machine, 2009
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009
2008
2007
Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules.
Soft Comput., 2007
Artif. Intell., 2007
Proceedings of the 19th Conference on l'Interaction Homme-Machine, 2007
Proceedings of the FUZZ-IEEE 2007, 2007
Proceedings of the Argumentation in Multi-Agent Systems, 4th International Workshop, 2007
2006
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Version Space Learning for Possibilistic Hypotheses.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006
2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
2004
Proceedings of the Inductive Logic Programming, 14th International Conference, 2004
Getting adaptability or expressivity in inductive logic programming by using fuzzy predicates.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
2003
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003
2002
Proceedings of the Computers Helping People with Special Needs, 2002