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Publications of year 2024

Articles in journal, book chapters

  1. Etrit Haxholli and Marco Lorenzi. On Tail Decay Rate Estimation of Loss Function Distributions. Journal of Machine Learning Research, 25(25):1-47, February 2024. Keyword(s): Extreme Value Theory, Tail Modelling, Loss Function Distributions, Peaks-Over-Threshold, Cross-Tail-Estimation, Model Ranking.
    @article{haxholli:hal-03911884,
    TITLE = {{On Tail Decay Rate Estimation of Loss Function Distributions}},
    AUTHOR = {Haxholli, Etrit and Lorenzi, Marco},
    url-hal= {https://inria.hal.science/hal-03911884},
    JOURNAL = {{Journal of Machine Learning Research}},
    PUBLISHER = {{Microtome Publishing}},
    VOLUME = {25},
    NUMBER = {25},
    PAGES = {1--47},
    YEAR = {2024},
    MONTH = Feb,
    KEYWORDS = {Extreme Value Theory ; Tail Modelling ; Loss Function Distributions ; Peaks-Over-Threshold ; Cross-Tail-Estimation ; Model Ranking},
    PDF = {https://inria.hal.science/hal-03911884v3/file/On_Tail_Decay%20Rate_Estimation_of_Loss_Funct_on_Distributions.pdf},
    HAL_ID = {hal-03911884},
    HAL_VERSION = {v3},
    
    }
    


  2. Riccardo Taiello, Melek Önen, Francesco Capano, Olivier Humbert, and Marco Lorenzi. Privacy preserving image registration. Medical Image Analysis, 94, May 2024.
    @article{taiello:hal-04501037,
    TITLE = {{Privacy preserving image registration}},
    AUTHOR = {Taiello, Riccardo and {\"O}nen, Melek and Capano, Francesco and Humbert, Olivier and Lorenzi, Marco},
    url-hal= {https://hal.science/hal-04501037},
    JOURNAL = {{Medical Image Analysis}},
    PUBLISHER = {{Elsevier}},
    VOLUME = {94},
    YEAR = {2024},
    MONTH = May,
    DOI = {10.1016/j.media.2024.103129},
    HAL_ID = {hal-04501037},
    HAL_VERSION = {v1},
    
    }
    


  3. Paul Tourniaire, Marius Ilie, Julien Mazières, Anna Vigier, François Ghiringhelli, Nicolas Piton, Jean-Christophe Sabourin, Frédéric Bibeau, Paul Hofman, Nicholas Ayache, and Hervé Delingette. WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy. Journal of Medical Imaging, 11(03), May 2024. Keyword(s): Lung cancer LC, Whole slide image classification.
    @article{tourniaire:hal-04573158,
    TITLE = {{WhARIO: whole-slide-image-based survival analysis for patients treated with immunotherapy}},
    AUTHOR = {Tourniaire, Paul and Ilie, Marius and Mazi{\`e}res, Julien and Vigier, Anna and Ghiringhelli, Fran{\c c}ois and Piton, Nicolas and Sabourin, Jean-Christophe and Bibeau, Fr{\'e}d{\'e}ric and Hofman, Paul and Ayache, Nicholas and Delingette, Herv{\'e}},
    url-hal= {https://inria.hal.science/hal-04573158},
    JOURNAL = {{Journal of Medical Imaging}},
    PUBLISHER = {{SPIE Digital Library}},
    VOLUME = {11},
    NUMBER = {03},
    YEAR = {2024},
    MONTH = May,
    DOI = {10.1117/1.JMI.11.3.037502},
    KEYWORDS = {Lung cancer LC ; Whole slide image classification},
    PDF = {https://inria.hal.science/hal-04573158/file/WhARIO__Whole_slide_image_based_survival_Analysis_for_patients_tReated_with_ImmunOtherapy.pdf},
    HAL_ID = {hal-04573158},
    HAL_VERSION = {v1},
    
    }
    


Conference articles

  1. Lisa Guzzi, Maria A. Zuluaga, Fabien Lareyre, Gilles Di Lorenzo, Sébastien Goffart, Andrea Chierici, Juliette Raffort, and Hervé Delingette. Differentiable Soft Morphological Filters for Medical Image Segmentation. In MICCAI 2024 - Medical Image Computing and Computer Assisted Intervention, Marrakesh, Morocco, October 2024. Keyword(s): Image Segmentation, Morphological Operations, Deep Learning.
    @inproceedings{guzzi:hal-04592007,
    TITLE = {{Differentiable Soft Morphological Filters for Medical Image Segmentation}},
    AUTHOR = {Guzzi, Lisa and Zuluaga, Maria A. and Lareyre, Fabien and Di Lorenzo, Gilles and Goffart, S{\'e}bastien and Chierici, Andrea and Raffort, Juliette and Delingette, Herv{\'e}},
    url-hal= {https://hal.science/hal-04592007},
    BOOKTITLE = {{MICCAI 2024 - Medical Image Computing and Computer Assisted Intervention}},
    ADDRESS = {Marrakesh, Morocco},
    YEAR = {2024},
    MONTH = Oct,
    KEYWORDS = {Image Segmentation ; Morphological Operations ; Deep Learning},
    PDF = {https://hal.science/hal-04592007/file/Guzzi_MICCAI__Hal_Version.pdf},
    HAL_ID = {hal-04592007},
    HAL_VERSION = {v1},
    
    }
    


  2. Guillaume Olikier. Retractions on closed sets. In 26th International Symposium on Mathematical Theory of Networks and Systems, Cambridge (GB), United Kingdom, August 2024. Keyword(s): retraction, tangent cones, stationarity, line-search methods, low-rank optimization.
    @inproceedings{olikier:hal-04581498,
    TITLE = {{Retractions on closed sets}},
    AUTHOR = {Olikier, Guillaume},
    url-hal= {https://inria.hal.science/hal-04581498},
    BOOKTITLE = {{26th International Symposium on Mathematical Theory of Networks and Systems}},
    ADDRESS = {Cambridge (GB), United Kingdom},
    YEAR = {2024},
    MONTH = Aug,
    KEYWORDS = {retraction ; tangent cones ; stationarity ; line-search methods ; low-rank optimization},
    HAL_ID = {hal-04581498},
    HAL_VERSION = {v1},
    
    }
    


  3. Théodore Soulier, Mariem Hamzaoui, Milena Sales Pitombeira, Daniele De Paula Faria, Arya Yazdan-Panah, Matteo Tonietto, Claire Leroy, Michel Bottlaender, Benedetta Bodini, Ninon Burgos, Nicholas Ayache, Olivier Colliot, and Bruno Stankoff. Generating PET-derived maps of myelin content from clinical MRI using curricular discriminator training in generative adversarial networks. In SPIE Medical Imaging, San Diego, United States, February 2024. Keyword(s): Multiple Sclerosis, Magnetic Resonance Imaging, Positron Emission Tomography, Myelin, Generative Adversarial Network, Curriculum Learning, Image synthesis.
    @inproceedings{soulier:hal-04362506,
    TITLE = {{Generating PET-derived maps of myelin content from clinical MRI using curricular discriminator training in generative adversarial networks}},
    AUTHOR = {Soulier, Th{\'e}odore and Hamzaoui, Mariem and Sales Pitombeira, Milena and De Paula Faria, Daniele and Yazdan-Panah, Arya and Tonietto, Matteo and Leroy, Claire and Bottlaender, Michel and Bodini, Benedetta and Burgos, Ninon and Ayache, Nicholas and Colliot, Olivier and Stankoff, Bruno},
    url-hal= {https://hal.sorbonne-universite.fr/hal-04362506},
    BOOKTITLE = {{SPIE Medical Imaging}},
    ADDRESS = {San Diego, United States},
    YEAR = {2024},
    MONTH = Feb,
    KEYWORDS = {Multiple Sclerosis ; Magnetic Resonance Imaging ; Positron Emission Tomography ; Myelin ; Generative Adversarial Network ; Curriculum Learning ; Image synthesis},
    PDF = {https://hal.sorbonne-universite.fr/hal-04362506/file/SPIE_2024___MyelinGAN-2.pdf},
    HAL_ID = {hal-04362506},
    HAL_VERSION = {v1},
    
    }
    


Miscellaneous

  1. Yanis Aeschlimann, Anna Calissano, Andreas Abildtrup Hansen, Théodore Papadopoulo, and Samuel Deslauriers-Gauthier. Graph matching of structural and functional brain networks. Note: Working paper or preprint, January 2024. Keyword(s): Brain connectivity, Structure-Function, Graph matching, Brain Network.
    @unpublished{aeschlimann:hal-04387986,
    TITLE = {{Graph matching of structural and functional brain networks}},
    AUTHOR = {Aeschlimann, Yanis and Calissano, Anna and Abildtrup Hansen, Andreas and Papadopoulo, Th{\'e}odore and Deslauriers-Gauthier, Samuel},
    url-hal= {https://hal.science/hal-04387986},
    NOTE = {working paper or preprint},
    YEAR = {2024},
    MONTH = Jan,
    KEYWORDS = {Brain connectivity ; Structure-Function ; Graph matching ; Brain Network},
    PDF = {https://hal.science/hal-04387986/file/ISBI_submission_1.pdf},
    HAL_ID = {hal-04387986},
    HAL_VERSION = {v1},
    
    }
    


  2. Safaa Al-Ali, Maria Teresa Mora, Maxime Sermesant, Beatriz Trénor, and Irene Balelli. Assessing ion channel blockade and electromechanical biomarkers' interrelations through a novel Multi-Channel Causal Variational Autoencoder. Note: Working paper or preprint, June 2024. Keyword(s): Multi-channel, Variational auto-encoder, Torsade de pointes, Risk assesmant, Ion channel block, Electromechanical characteristics.
    @unpublished{alali:hal-04607082,
    TITLE = {{Assessing ion channel blockade and electromechanical biomarkers' interrelations through a novel Multi-Channel Causal Variational Autoencoder}},
    AUTHOR = {Al-Ali, Safaa and Teresa Mora, Maria and Sermesant, Maxime and Tr{\'e}nor, Beatriz and Balelli, Irene},
    url-hal= {https://hal.science/hal-04607082},
    NOTE = {working paper or preprint},
    YEAR = {2024},
    MONTH = Jun,
    KEYWORDS = {Multi-channel ; Variational auto-encoder ; Torsade de pointes ; Risk assesmant ; Ion channel block ; Electromechanical characteristics},
    HAL_ID = {hal-04607082},
    HAL_VERSION = {v1},
    
    }
    


  3. James Benn and Stephen Marsland. The Geometry of Right-Invariant Metrics. Note: Working paper or preprint, May 2024.
    @unpublished{benn:hal-04360903,
    TITLE = {{The Geometry of Right-Invariant Metrics}},
    AUTHOR = {Benn, James and Marsland, Stephen},
    url-hal= {https://hal.science/hal-04360903},
    NOTE = {working paper or preprint},
    YEAR = {2024},
    MONTH = May,
    PDF = {https://hal.science/hal-04360903v2/file/version2.pdf},
    HAL_ID = {hal-04360903},
    HAL_VERSION = {v2},
    
    }
    


  4. Guillaume Olikier and Irène Waldspurger. Projected gradient descent accumulates at Bouligand stationary points. Note: Working paper or preprint, May 2024. Keyword(s): Projected gradient descent, Stationarity, Tangent and normal cones, Clarke regularity.
    @unpublished{olikier:hal-04588622,
    TITLE = {{Projected gradient descent accumulates at Bouligand stationary points}},
    AUTHOR = {Olikier, Guillaume and Waldspurger, Ir{\`e}ne},
    url-hal= {https://hal.science/hal-04588622},
    NOTE = {working paper or preprint},
    YEAR = {2024},
    MONTH = May,
    KEYWORDS = {Projected gradient descent ; Stationarity ; Tangent and normal cones ; Clarke regularity},
    PDF = {https://hal.science/hal-04588622/file/2403.02530v1.pdf},
    HAL_ID = {hal-04588622},
    HAL_VERSION = {v1},
    
    }
    



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Last modified: Mon Jun 17 12:30:52 2024
Author: epione-publi.

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