
Mathilde mougeot
60
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)
Identifiants chercheurs
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mathilde-mougeot
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0009-0009-6346-4519
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191563811
- ResearcherID : 989744
Publications
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Publications
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Contrastive learning: an efficient Domain Adaptation strategy for 2D mammography image classification2024 IEEE 21st International Symposium on Biomedical Imaging (ISBI), IEEE, May 2024, Athens, Greece
Communication dans un congrès
hal-04577704
v1
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Personalized One-Shot Collaborative Learning2023 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-04546500
v1
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Discrepancy-Based Active Learning for Domain AdaptationInternational Conference on Learning Representations, 2022, Online, United States
Communication dans un congrès
hal-03161091
v2
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To Tree or Not to Tree? Assessing the Impact of Smoothing the Decision Boundaries31st 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-04550556
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Exploring pitch-angle diffusion during high speed streams with neural networks2022 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-04547533
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Fast and Accurate Importance Weighting for Correcting Sample BiasJoint European Conference on Machine Learning and Knowledge Discovery in Databases, 2022, Grenoble, France. pp.659-674
Communication dans un congrès
hal-04455961
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Machine Learning Based Prediction of Fatigue Events in Railway Rails15th WCEAM 2021, Apr 2021, online, Brazil. pp.455-466, ⟨10.1007/978-3-030-96794-9_42⟩
Communication dans un congrès
hal-04550563
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A Binded VAE for Inorganic Material GenerationNeurIPS 2021 Workshop on Deep Generative Models and Downstream Applications, Dec 2012, Online, France. ⟨10.48550/arXiv.2112.09570⟩
Communication dans un congrès
hal-04464893
v1
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Bayesian Feature Discovery for Predictive Maintenance2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, France. pp.1421-1425, ⟨10.23919/EUSIPCO54536.2021.9616188⟩
Communication dans un congrès
hal-04473253
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Adversarial Weighting for Domain Adaptation in Regression2021 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-02867802
v4
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Handling Distribution Shift in Tire DesignNeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and Applications, Dec 2021, Online, United States
Communication dans un congrès
hal-04529662
v1
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Unsupervised Multi-Source Domain Adaptation for RegressionEuropean 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-02543790
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Transfer Learning on Decision Tree with Class Imbalance31st 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-02369044
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Statistical Learning to Assess Overhead Line LifespanMediterranean 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-03292402
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Assistance for home care of the elderly with sensor solutions.Journées d'Etude sur la TéléSANté, 6ème edition, Pôle Capteurs, Université d'Orléans, May 2017, Bourges, France
Communication dans un congrès
hal-01692425
v1
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Forecasting Intra Day Load Curves Using Sparse Functional Regressionthe International Workshop on Industry Practices for Forecasting , 2013, Paris, France. pp.161-181
Communication dans un congrès
hal-01267509
v1
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Towards an Optimal Collocation Point Strategy for PINNsLe Consortium Recherche & Industrie CIROQUO, May 2025, Lyon, France
Poster de conférence
hal-05088940
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Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem InferenceInternational 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-04477025
v1
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Sustainability in the Digital Age [Special Issue Introduction]IEEE Technology and Society Magazine, 39 (2), pp.11-13, 2020, ⟨10.1109/MTS.2020.2991493⟩
N°spécial de revue/special issue
hal-04553158
v1
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From theoretical to practical transfer learning: the ADAPT libraryRoozbeh 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-04529706
v1
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Hybrid Modelling for Lifetime PredictionEngineering 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-04552033
v1
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Homogeneous Climate Regions Using Learning AlgorithmsRenewable 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-04553147
v1
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Dictionary Comparison for Anomaly Detection on Aircraft Engine SpectrogramsMachine 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-02526568
v1
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Traffic safety: non-linear causation for injury severityM. Guarascio, G. Reniers, C.A. Brebbia, F. Garzia. Safety and Security Engineering IV, WIT Press, pp.241-252, 2011
Chapitre d'ouvrage
hal-00706009
v1
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Traffic safety: non-linear causation for injury severityM. Guarascio, G. Reniers, C.A. Brebbia, F. Garzia. Safety and Security Engineering IV, WIT Press, pp.241-252, 2011
Chapitre d'ouvrage
hal-00708206
v1
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Learning out of leadersR. A. DeVore, A. Kunoth. Multiscale, Nonlinear and Adaptive Approximation, Springer, pp.295-324, 2009
Chapitre d'ouvrage
hal-00446301
v1
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Procédé de détection d'anomalie de turbomachine par analyse vibratoire automatiséeFrance, Patent n° : FR3035215B1. 2018, https://worldwide.espacenet.com/patent/search/family/054478092/publication/FR3035215B1?q=FR3035215B1
Brevet
hal-04576221
v1
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Contribution to Statistics and Data Science for industrial applications. From neural networks to sparse linear models.Statistics [math.ST]. Université Paris Diderot - Paris 7, 2015
HDR
tel-04722983
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