Mathilde mougeot

Identifiants chercheurs

IdHAL :

mathilde-mougeot

ORCID :

0009-0009-6346-4519

IdRef :

191563811

VIAF :

1798145856938822920206

ResearcherID :

989744

Publications

Article dans une revue (21)

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 Milletet 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 Remyet 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
Sensitivity Analyses of a Multi-Physics Long-Term Clogging Model For Steam Generators Edgar Jaber,Vincent Chabridon,Emmanuel Remy,Michaël Baudin,Didier Lucoret al. International Journal for Uncertainty Quantification, 2024, 15 (1), pp. 27-45. ⟨10.1615/Int.J.UncertaintyQuantification.2024051489⟩ Article dans une revue hal-04381960v2
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
Exploiting Patch Sizes and Resolutions for Multi-Scale Deep Learning in Mammogram Image Classification Gonzalo Iñaki Quintana,Zhijin Li,Laurence Vancamberg,Mathilde Mougeot,Agnès Desolneuxet al. Bioengineering, 2023, 10 (5), pp.534. ⟨10.3390/bioengineering10050534⟩ Article dans une revue hal-04300197v1
A Data Set for Fall Detection with Smart Floor Sensors Charles Truong,Mounir Atiq,Ludovic Minvielle,Renan Serra,Mathilde Mougeotet al. Image Processing On Line, 2023, 13 (3), pp.183-197. ⟨10.5201/ipol.2023.389⟩ Article dans une revue hal-04547042v1
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. Mougeotet al. Frontiers in Physics, 2022, 10, ⟨10.3389/fphy.2022.786639⟩ Article dans une revue hal-04549007v1
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 Doctorset al. Boundary-Layer Meteorology, 2021, 179, pp.133-161. ⟨10.1007/s10546-020-00586-x⟩ Article dans une revue insu-03726954v1
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
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 Dupréet 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
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

Communication dans un congrès (19)

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
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
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
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
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
Exploring pitch-angle diffusion during high speed streams with neural networks J.-F. Ripoll,G. Kluth,S. Has,A. Fischer,M. Mougeotet 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
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
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
Bayesian Feature Discovery for Predictive Maintenance Amir Dib,Charles Truong,Laurent Oudre,Mathilde Mougeot,Nicolas Vayatiset 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
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
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 Ghidagliaet 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
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

Poster de conférence (2)

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
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

Proceedings/Recueil des communications (1)

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

N°spécial de revue/special issue (1)

Sustainability in the Digital Age [Special Issue Introduction] Amy Luers,Lyse Langlois,Mathilde Mougeot,Sana Kharaghani,Alexandra Luccioni IEEE Technology and Society Magazine, 39 (2), pp.11-13, 2020, ⟨10.1109/MTS.2020.2991493⟩ N°spécial de revue/special issue hal-04553158v1

Ouvrages (1)

Renewable Energy: Forecasting and Risk Management Philippe Drobinski,Mathilde Mougeot,Dominique Picard,Riwal Plougonven,Peter Tankov 2018 Ouvrages hal-04553141v1

Chapitre d'ouvrage (7)

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 Vayatiset 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

Brevet (1)

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

Pré-publication, Document de travail (14)

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
Digital twin-based hybrid framework for steam generator clogging prognostics Edgar Jaber,Emmanuel Remy,Vincent Chabridon,Morgane Garo-Sail,Mathilde Mougeotet al. 2026 Pré-publication, Document de travail hal-05594391v1
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
Deep Generative Methods and Tire Architecture Design Fouad Oubari,Raphael Meunier,Rodrigue Décatoire,Mathilde Mougeot 2025 Pré-publication, Document de travail hal-05222561v1
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
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
Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees Edgar Jaber,Vincent Blot,Nicolas Brunel,Vincent Chabridon,Emmanuel Remyet al. 2024 Pré-publication, Document de travail hal-04389163v1
ADAPT : Awesome Domain Adaptation Python Toolbox Antoine de Mathelin,Mounir Atiq,Guillaume Richard,Alejandro de la Concha,Mouad Yachoutiet al. 2024 Pré-publication, Document de travail hal-04455951v1
Maximum Weight Entropy Antoine de Mathelin,François Deheeger,Mathilde Mougeot,Nicolas Vayatis 2024 Pré-publication, Document de travail hal-04455967v1
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
Bayesian Feature Discovery for Predictive Maintenance Amir Dib,Charles Truong,Laurent Oudre,Mathilde Mougeot,Nicolas Vayatiset al. 2021 Pré-publication, Document de travail hal-03154496v1
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
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
Learning Out of Leaders Gerard Kerkyacharian,Mathilde Mougeot,Dominique Picard,Karine Tribouley 2010 Pré-publication, Document de travail hal-00445690v1

HDR (1)

Contribution to Statistics and Data Science for industrial applications. From neural networks to sparse linear models. Mathilde Mougeot Statistics [math.ST]. Université Paris Diderot - Paris 7, 2015 HDR tel-04722983v1