Mathilde mougeot

67
Documents
Affiliations actuelles
  • CB - Centre Borelli - UMR 9010 (CB)
  • Ecole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise (ENSIIE)
  • Ecole Normale Supérieure Paris-Saclay (ENS Paris Saclay)

Publications

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Publications

Geometry-aware framework for deep energy method: An application to structural mechanics with hyperelastic materials

Thi Nguyen Khoa Nguyen , Thibault Dairay , Raphaël Meunier , Jean Di Stasio , Christophe Millet et al.

Computer Physics Communications, 2025, 316, pp.109757. ⟨10.1016/j.cpc.2025.109757⟩

Article dans une revue hal-05218967v1

Conformal Approach to Gaussian Process Surrogate Evaluation with Coverage Guarantees

Edgar Jaber , Vincent Blot , Nicolas Brunel , Vincent Chabridon , Emmauel Remy et al.

Journal of Machine Learning for Modeling and Computing, 2025, 6 (3), pp.37-68. ⟨10.1615/JMachLearnModelComput.2025054687⟩

Article dans une revue hal-05161190v1

A Meta-Generation framework for Industrial System Generation

Fouad Oubari , Raphael Meunier , Rodrigue Décatoire , Mathilde Mougeot

Lecture Notes in Networks and Systems, In press

Article dans une revue hal-04464883v1
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Sensitivity Analyses of a Multi-Physics Long-Term Clogging Model For Steam Generators

Edgar Jaber , Vincent Chabridon , Emmanuel Remy , Michaël Baudin , Didier Lucor et al.

International Journal for Uncertainty Quantification, 2024, 15 (1), pp. 27-45. ⟨10.1615/Int.J.UncertaintyQuantification.2024051489⟩

Article dans une revue hal-04381960v2
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Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification

Gonzalo Iñaki Quintana , Zhijin Li , Laurence Vancamberg , Mathilde Mougeot , Agnès Desolneux et al.

Bioengineering, 2023, 10 (5), pp.534. ⟨10.3390/bioengineering10050534⟩

Article dans une revue hal-04300197v1
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A Data Set for Fall Detection with Smart Floor Sensors

Charles Truong , Mounir Atiq , Ludovic Minvielle , Renan Serra , Mathilde Mougeot et al.

Image Processing On Line, 2023, 13 (3), pp.183-197. ⟨10.5201/ipol.2023.389⟩

Article dans une revue hal-04547042v1
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Machine Learning Methods Applied to the Global Modeling of Event-Driven Pitch Angle Diffusion Coefficients During High Speed Streams

G. Kluth , J.-F. Ripoll , S. Has , A. Fischer , M. Mougeot et al.

Frontiers in Physics, 2022, 10, ⟨10.3389/fphy.2022.786639⟩

Article dans une revue hal-04549007v1
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Physics-informed neural networks for non-Newtonian fluid thermo-mechanical problems: An application to rubber calendering process

Thi Nguyen Khoa Nguyen , Thibault Dairay , Raphael Meunier , Mathilde Mougeot

Engineering Applications of Artificial Intelligence, 2022, 114, pp.105176. ⟨10.1016/j.engappai.2022.105176⟩

Article dans une revue (article de synthèse) hal-04477017v1

Using Machine-Learning Methods to Improve Surface Wind Speed from the Outputs of a Numerical Weather Prediction Model

Naveen Goutham , Bastien Alonzo , Aurore Dupré , Riwal Plougonven , Rebeca Doctors et al.

Boundary-Layer Meteorology, 2021, 179, pp.133-161. ⟨10.1007/s10546-020-00586-x⟩

Article dans une revue insu-03726954v1
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KFC: A clusterwise supervised learning procedure based on the aggregation of distances

Sothea Has , Aurélie Fisher , Mathilde Mougeot

Journal of Statistical Computation and Simulation, 2021, ⟨10.1080/00949655.2021.1891539⟩

Article dans une revue hal-02280297v3

Predicting Job Power Consumption Based on RJMS Submission Data in HPC Systems

Théo Saillant , Jean-Christophe Weill , Mathilde Mougeot

Lecture Notes in Computer Science, 2020, High Performance Computing 35th International Conference, ISC High Performance 2020, Frankfurt/Main, Germany, June 22–25, 2020, Proceedings, 12151, pp.63-82. ⟨10.1007/978-3-030-50743-5_4⟩

Article dans une revue hal-04553110v1
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Aggregation using input-output trade-off

Aurélie Fischer , Mathilde Mougeot

Journal of Statistical Planning and Inference, 2019, 200, pp.1-19. ⟨10.1016/j.jspi.2018.08.001⟩

Article dans une revue hal-01726449v1

From Numerical Weather Prediction Outputs to Accurate Local Surface Wind Speed: Statistical Modeling and Forecasts

Bastien Alonzo , Riwal Plougonven , Mathilde Mougeot , Aurélie Fischer , Aurore Dupré et al.

IEEE Access, 2018, Springer Proceedings in Mathematics & Statistics, 254, pp.23-44. ⟨10.1007/978-3-319-99052-1_2⟩

Article dans une revue hal-04055852v1
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Statistical learning for wind power : a modeling and stability study towards forecasting

Aurélie Fischer , Lucie Montuelle , Mathilde Mougeot , Dominique Picard

Wind Energy, 2017, 20 (12), pp.2037 - 2047. ⟨10.1002/we.2139⟩

Article dans une revue hal-01373429v2

NMF-based decomposition for anomaly detection applied to vibration analysis

Mina Abdel-Sayed , Daniel Duclos , Gilles Fay , Jerome Lacaille , Mathilde Mougeot

The International Journal of Condition Monitoring, 2016, 6 (3), pp.73-81. ⟨10.1784/204764216819708104⟩

Article dans une revue hal-02526610v1

LOL selection in high dimension

M. Mougeot , D. Picard , K. Tribouley

Computational Statistics and Data Analysis, 2014, 71, pp.743-757

Article dans une revue hal-01025832v1

Sparse approximation and fit of intraday load curves in a high dimensional framework

M. Mougeot , D. Picard , K. Tribouley , V. Lefieux , L. Maillard-Teyssier

Advances in Adaptive Data Analysis , 2013, 5 (4), 23 pp. - 1350016

Article dans une revue hal-01025826v1

Grouping strategies and thresholding for high dimensional linear models

M. Mougeot , D. Picard , K. Tribouley

Journal of Statistical Planning and Inference, 2013, 143 (9), pp.1417-1438. ⟨10.1016/j.jspi.2013.03.001⟩

Article dans une revue hal-01025810v1

Sloshing in the shipping industry: risk modelling through multivariate heavy-tail analysis

Stéphan Clémençon , Antoine Dematteo , Mathilde Mougeot , N. Vayatis

Journal of the Acoustical Society of America, 2012

Article dans une revue hal-02286349v1

Learning Out of Leaders: Regression for high dimension

M. Mougeot , D. Picard , K. Tribouley

Journal of the Royal Statistical Society: Series B, 2012, 74 (3), pp.475-513

Article dans une revue hal-00705291v1

Minimax comparison for tail indices

M. Mougeot , K. Tribouley

Annals of the Institute of Statistical Mathematics, 2010, 62 (2), pp.383-412

Article dans une revue hal-00708204v1

OneBatchPAM: A Fast and Frugal K-Medoids Algorithm

Antoine de Mathelin , Nicolas Enrique Cecchi , François Deheeger , Mathilde Mougeot , Nicolas Vayatis

Proceedings of the 39th annual AAAI Conference on Artificial Intelligence, Feb 2025, Philadelphia, United States. pp.16172-16180, ⟨10.1609/aaai.v39i15.33776⟩

Communication dans un congrès hal-05161163v1

A Meta-VAE for Multi-component Industrial Systems Generation

Fouad Oubari , Raphael Meunier , Rodrigue Décatoire , Mathilde Mougeot

IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, France. pp.234-251, ⟨10.1007/978-3-031-62281-6_17⟩

Communication dans un congrès hal-05238791v1
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Contrastive learning: an efficient Domain Adaptation strategy for 2D mammography image classification

Gonzalo Iñaki Quintana , Vincent Jugnon , Laurence Vancamberg , Agnès Desolneux , Mathilde Mougeot

2024 IEEE 21st International Symposium on Biomedical Imaging (ISBI), IEEE, May 2024, Athens, Greece. ⟨10.1109/isbi56570.2024.10635873⟩

Communication dans un congrès hal-04577704v1

Personalized One-Shot Collaborative Learning

Marie Garin , Antoine de Mathelin , Mathilde Mougeot , Nicolas Vayatis

2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2023, Atlanta, France. pp.114-121, ⟨10.1109/ICTAI59109.2023.00024⟩

Communication dans un congrès hal-04546500v1
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Discrepancy-Based Active Learning for Domain Adaptation

Antoine de Mathelin , François Deheeger , Mathilde Mougeot , Nicolas Vayatis

International Conference on Learning Representations, 2022, Online, United States

Communication dans un congrès hal-03161091v2

To Tree or Not to Tree? Assessing the Impact of Smoothing the Decision Boundaries

Anthea Mérida , Argyris Kalogeratos , Mathilde Mougeot

31st International Conference on Artificial Neural Networks, Sep 2022, Bristol, United Kingdom. pp.660-672, ⟨10.1007/978-3-031-15919-0_55⟩

Communication dans un congrès hal-04550556v1

Machine Learning Based Prediction of Fatigue Events in Railway Rails

Vincent Laurent , Olivier Vo Van , Mathilde Mougeot , Jean-Michel Ghidaglia

15th WCEAM 2021, Apr 2021, online, Brazil. pp.455-466, ⟨10.1007/978-3-030-96794-9_42⟩

Communication dans un congrès hal-04550563v1
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Fast and Accurate Importance Weighting for Correcting Sample Bias

Antoine de Mathelin , Francois Deheeger , Mathilde Mougeot , Nicolas Vayatis

Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2022, Grenoble, France. pp.659-674

Communication dans un congrès hal-04455961v1

Exploring pitch-angle diffusion during high speed streams with neural networks

J.-F. Ripoll , G. Kluth , S. Has , A. Fischer , M. Mougeot et al.

2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), May 2022, Gran Canaria, Spain. pp.1-4, ⟨10.23919/AT-AP-RASC54737.2022.9814235⟩

Communication dans un congrès hal-04547533v1
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A Binded VAE for Inorganic Material Generation

Fouad Oubari , Antoine de Mathelin , Rodrigue Décatoire , Mathilde Mougeot

NeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications, Dec 2012, Online, France. ⟨10.48550/arXiv.2112.09570⟩

Communication dans un congrès hal-04464893v1

Bayesian Feature Discovery for Predictive Maintenance

Amir Dib , Charles Truong , Laurent Oudre , Mathilde Mougeot , Nicolas Vayatis et al.

2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, France. pp.1421-1425, ⟨10.23919/EUSIPCO54536.2021.9616188⟩

Communication dans un congrès hal-04473253v1
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Adversarial Weighting for Domain Adaptation in Regression

Antoine de Mathelin , Guillaume Richard , François Deheeger , Mathilde Mougeot , Nicolas Vayatis

2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), 2021, Online, United States. pp.49-56, ⟨10.1109/ICTAI52525.2021.00015⟩

Communication dans un congrès hal-02867802v4
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Handling Distribution Shift in Tire Design

Antoine de Mathelin , Francois Deheeger , Mathilde Mougeot , Nicolas Vayatis

NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications, Dec 2021, Online, United States

Communication dans un congrès hal-04529662v1

Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding

Atiq Mounir , Peignier Sergio , Mougeot Mathilde

33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Washington, United States. pp.690-697, ⟨10.1109/ICTAI52525.2021.00109⟩

Communication dans un congrès hal-03593509v1
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Unsupervised Multi-Source Domain Adaptation for Regression

Guillaume Richard , Antoine de Mathelin , Georges Hébrail , Mathilde Mougeot , Nicolas Vayatis

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2020, Ghent, Belgium. pp.395-411, ⟨10.1007/978-3-030-67658-2_23⟩

Communication dans un congrès hal-02543790v1

Transfer Learning on Decision Tree with Class Imbalance

Ludovic Minvielle , Mounir Atiq , Sergio Peignier , Mathilde Mougeot

31st IEEE International Conference on Tools with Artificial Intelligence, Nov 2019, Portland, Oregon, United States. pp.1003-1010, ⟨10.1109/ICTAI.2019.00141⟩

Communication dans un congrès hal-02369044v1

Statistical Learning to Assess Overhead Line Lifespan

V. Laurent , M. Mougeot , C. Yang , F. Hafid , Jean-Michel Ghidaglia et al.

Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2018), Nov 2018, Dubrovnik, Croatia. 47 (5 pp.)-47 (5 pp.), ⟨10.1049/cp.2018.1879⟩

Communication dans un congrès hal-03292402v1
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Assistance for home care of the elderly with sensor solutions.

Julie Oger , Mathilde Mougeot , Stéphane Besseau

Journées d'Etude sur la TéléSANté, 6ème edition, Pôle Capteurs, Université d'Orléans, May 2017, Bourges, France

Communication dans un congrès hal-01692425v1

Forecasting Intra Day Load Curves Using Sparse Functional Regression

M. Mougeot , D. Picard , V. Lefieux , L. Maillard-Teyssier

the International Workshop on Industry Practices for Forecasting , 2013, Paris, France. pp.161-181

Communication dans un congrès hal-01267509v1
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Convergence acceleration of a nonlinear solver using statistical learning

Rémy Vallot , Thibault Dairay , Florian de Vuyst , Mathilde Mougeot

Application of Digital Twins to Large-Scale Complex Systems, Dec 2025, Illinois, United States. , 2025

Poster de conférence hal-05449018v1
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Towards an Optimal Collocation Point Strategy for PINNs

Chourouk El Hassanieh , Mathilde Mougeot

Le Consortium Recherche & Industrie CIROQUO, May 2025, Lyon, France

Poster de conférence hal-05088940v1

Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem Inference

Thi Nguyen Khoa Nguyen , Thibault Dairay , Raphaël Meunier , Christophe Millet , Mathilde Mougeot

International Conference on Computational Science, 10476, Springer Nature Switzerland, pp.453-468, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-36027-5_36⟩

Proceedings/Recueil des communications hal-04477025v1
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From theoretical to practical transfer learning: the ADAPT library

Antoine de Mathelin , Francois Deheeger , Mathilde Mougeot , Nicolas Vayatis

Roozbeh Razavi-Far; Boyu Wang; Matthew E. Taylor; Qiang Yang. Federated and Transfer Learning, 27, Springer International Publishing, pp.283-306, 2022, Adaptation, Learning, and Optimization, ⟨10.1007/978-3-031-11748-0_12⟩

Chapitre d'ouvrage hal-04529706v1

Hybrid Modelling for Lifetime Prediction

Fikri Hafid , Maxime Gueguin , Vincent Laurent , Mathilde Mougeot , Nicolas Vayatis et al.

Engineering Assets and Public Infrastructures in the Age of Digitalization, Springer International Publishing, pp.387-395, 2020, Lecture Notes in Mechanical Engineering, ⟨10.1007/978-3-030-48021-9_43⟩

Chapitre d'ouvrage hal-04552033v1

Homogeneous Climate Regions Using Learning Algorithms

Mathilde Mougeot , Dominique Picard , Vincent Lefieux , Miranda Marchand

Renewable Energy: Forecasting and Risk Management, 254, Springer International Publishing, pp.95-118, 2018, Springer Proceedings in Mathematics & Statistics, ⟨10.1007/978-3-319-99052-1_5⟩

Chapitre d'ouvrage hal-04553147v1

Dictionary Comparison for Anomaly Detection on Aircraft Engine Spectrograms

Mina Abdel-Sayed , Daniel Duclos , Gilles Fay , Jérôme Lacaille , Mathilde Mougeot

Machine Learning and Data Mining in Pattern Recognition, 9729, pp.362-376, 2016, Lecture Notes in Computer Science book series, ⟨10.1007/978-3-319-41920-6_28⟩

Chapitre d'ouvrage hal-02526568v1

Traffic safety: non-linear causation for injury severity

M. Mougeot , R. Azencott

M. Guarascio, G. Reniers, C.A. Brebbia, F. Garzia. Safety and Security Engineering IV, WIT Press, pp.241-252, 2011

Chapitre d'ouvrage hal-00706009v1

Traffic safety: non-linear causation for injury severity

M. Mougeot , R. Azencott

M. Guarascio, G. Reniers, C.A. Brebbia, F. Garzia. Safety and Security Engineering IV, WIT Press, pp.241-252, 2011

Chapitre d'ouvrage hal-00708206v1

Learning out of leaders

G. Kerkyacharian , M. Mougeot , D. Picard , K. Tribouley

R. A. DeVore, A. Kunoth. Multiscale, Nonlinear and Adaptive Approximation, Springer, pp.295-324, 2009

Chapitre d'ouvrage hal-00446301v1

Procédé de détection d'anomalie de turbomachine par analyse vibratoire automatisée

Mina Abdel-Sayed , Daniel Duclos , Jérôme Lacaille , Gilles Faÿ , Mathilde Mougeot

France, Patent n° : FR3035215B1. 2018, https://worldwide.espacenet.com/patent/search/family/054478092/publication/FR3035215B1?q=FR3035215B1

Brevet hal-04576221v1
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Cascaded Transfer: Learning Many Tasks under Budget Constraints

Eloi Campagne , Yvenn Amara-Ouali , Yannig Goude , Mathilde Mougeot , Argyris Kalogeratos

2026

Pré-publication, Document de travail hal-05482584v1
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Fusion of heterogeneous data for robust degradation prognostics

Edgar Jaber , Emmanuel Remy , Vincent Chabridon , Mathilde Mougeot , Didier Lucor

2025

Pré-publication, Document de travail hal-05091317v2

Multi-Component VAE with Gaussian Markov Random Field

Fouad Oubari , Mohamed El-Baha , Raphael Meunier , Rodrigue Décatoire , Mathilde Mougeot

2025

Pré-publication, Document de travail hal-05222555v1

Deep Generative Methods and Tire Architecture Design

Fouad Oubari , Raphael Meunier , Rodrigue Décatoire , Mathilde Mougeot

2025

Pré-publication, Document de travail hal-05222561v1
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Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application

Gonzalo Iñaki Quintana , Laurence Vancamberg , Vincent Jugnon , Agnès Desolneux , Mathilde Mougeot

2025

Pré-publication, Document de travail hal-04922401v1
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Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees

Edgar Jaber , Vincent Blot , Nicolas Brunel , Vincent Chabridon , Emmanuel Remy et al.

2024

Pré-publication, Document de travail hal-04389163v1
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ADAPT : Awesome Domain Adaptation Python Toolbox

Antoine de Mathelin , Mounir Atiq , Guillaume Richard , Alejandro de la Concha , Mouad Yachouti et al.

2024

Pré-publication, Document de travail hal-04455951v1
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Maximum Weight Entropy

Antoine de Mathelin , François Deheeger , Mathilde Mougeot , Nicolas Vayatis

2024

Pré-publication, Document de travail hal-04455967v1
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Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification

Antoine de Mathelin , Francois Deheeger , Mathilde Mougeot , Nicolas Vayatis

2024

Pré-publication, Document de travail hal-04455937v1
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Bayesian Feature Discovery for Predictive Maintenance

Amir Dib , Charles Truong , Laurent Oudre , Mathilde Mougeot , Nicolas Vayatis et al.

2021

Pré-publication, Document de travail hal-03154496v1
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Budget learning based on equivalent trees and genetic algorithm : application to fall detection algorithm embedding

Mounir Atiq , Sergio Peignier , Mathilde Mougeot

2020

Pré-publication, Document de travail hal-02933582v1
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Sloshing in the LNG shipping industry: risk modelling through multivariate heavy-tail analysis

Antoine Dematteo , Stéphan Clémençon , Nicolas Vayatis , Mathilde Mougeot

2013

Pré-publication, Document de travail hal-00911537v1
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Learning Out of Leaders

Gerard Kerkyacharian , Mathilde Mougeot , Dominique Picard , Karine Tribouley

2010

Pré-publication, Document de travail hal-00445690v1