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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},
}
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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},
}
-
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},
}
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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},
}
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Guillaume Olikier.
Retractions on closed sets.
In MTNS 2024 - 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 = {{MTNS 2024 - 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},
}
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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},
}
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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},
}
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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},
}
-
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},
}
-
Anna Calissano,
Luìs F Pereira,
Jonas Lueg,
and Nina Miolane.
On the Implementation of Geodesic Metric Spaces.
Note: Working paper or preprint,
June 2024.
Keyword(s): geodesic metric spaces,
BHV space,
tree-valued data,
graph-valued data,
geometric data analysis.
@unpublished{calissano:hal-04609816,
TITLE = {{On the Implementation of Geodesic Metric Spaces}},
AUTHOR = {Calissano, Anna and Pereira, Lu{\'i}s F and Lueg, Jonas and Miolane, Nina},
url-hal= {https://inria.hal.science/hal-04609816},
NOTE = {working paper or preprint},
YEAR = {2024},
MONTH = Jun,
KEYWORDS = {geodesic metric spaces ; BHV space ; tree-valued data ; graph-valued data ; geometric data analysis},
PDF = {https://inria.hal.science/hal-04609816/file/Beyond_Manifold_Implementation.pdf},
HAL_ID = {hal-04609816},
HAL_VERSION = {v1},
}
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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},
}