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Camille Marini
Camille Marini
Sonos, France
Adresse e-mail validée de sonos.com
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MiKlip: A national research project on decadal climate prediction
J Marotzke, WA Müller, FSE Vamborg, P Becker, U Cubasch, H Feldmann, ...
Bulletin of the American Meteorological Society 97 (12), 2379-2394, 2016
1082016
Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer
J Ogier du Terrail, A Leopold, C Joly, C Béguier, M Andreux, C Maussion, ...
Nature medicine 29 (1), 135-146, 2023
722023
An attempt to deconstruct the Atlantic Multidecadal Oscillation
C Marini, C Frankignoul
Climate dynamics 43 (3-4), 607-625, 2014
502014
Links between the southern annular mode and the atlantic meridional overturning circulation in a climate model
C Marini, C Frankignoul, J Mignot
Journal of Climate 24 (3), 624-640, 2011
332011
Substra: a framework for privacy-preserving, traceable and collaborative machine learning
MN Galtier, C Marini
arXiv preprint arXiv:1910.11567, 2019
302019
Towards prospective Life Cycle Assessment: how to identify key parameters inducing most uncertainties in the future? Application to photovoltaic systems installed in Spain
C Marini, I Blanc
International Conference on Computational Science and Its Applications, 691-706, 2014
282014
Industry-scale orchestrated federated learning for drug discovery
M Oldenhof, G Ács, B Pejó, A Schuffenhauer, N Holway, N Sturm, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15576 …, 2023
232023
Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach
LMM Le, B Kégl, A Gramfort, C Marini, D Nguyen, M Cherti, S Tfaili, ...
Talanta 184, 260-265, 2018
172018
The RAMP framework: from reproducibility to transparency in the design and optimization of scientific workflows
B Kégl, A Boucaud, M Cherti, A Kazakci, A Gramfort, G Lemaitre, ...
122018
MiKlip: a national research project on decadal climate prediction, B. Am. Meteorol. Soc., 97, 2379–2394
J Marotzke, WA Müller, FSE Vamborg, P Becker, U Cubasch, H Feldmann, ...
122016
A comparison of two ensemble generation methods using oceanic singular vectors and atmospheric lagged initialization for decadal climate prediction
C Marini, I Polkova, A Köhl, D Stammer
Monthly Weather Review 144 (7), 2719-2738, 2016
112016
A prospective mapping of environmental impacts of large scale photovoltaic ground mounted systems based on the CdTe technology at 2050 time horizon
C Marini, I Blanc, P Sinha, A Wade
29th European Photovoltaic Solar Energy Conference and Exhibition, 3394-3398 …, 2014
102014
Collaborative federated learning behind hospitals’ firewalls for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer
JO Du Terrail, A Leopold, C Joly, C Beguier, M Andreux, C Maussion, ...
medRxiv, 2021.10. 27.21264834, 2021
92021
Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes
MN Galtier, C Marini, G Wainrib, H Jaeger
Neural Networks 56, 10-21, 2014
42014
Machine learning for classification and quantification of monoclonal antibody preparations for cancer therapy
L Le, C Marini, A Gramfort, D Nguyen, M Cherti, S Tfaili, A Tfayli, ...
arXiv preprint arXiv:1705.07099, 2017
32017
Collaborative federated learning behind hospitals’ firewalls for predicting histological complete response to neoadjuvant chemotherapy in triple-negative breast cancer.
J Ogier du Terrail, A Leopold, C Joly, M Andreux, C Maussion, ...
Journal of Clinical Oncology 40 (16_suppl), 590-590, 2022
12022
Morpheo: Traceable machine learning on hidden data
M Galtier, C Marini
arXiv preprint arXiv:1704.05017, 2017
12017
Simplified prospective LCA models for residential PV installations based on SC-SI installed in Europe in 2050
I Blanc, C Marini
WCPEC-6-The 6th World Conference on Photovoltaic Energy Conversion, 1351 …, 2014
12014
Assessing the prospective environmental impacts of photovoltaic systems based on a simplified LCA model
C Marini, P Padey, I Blanc, D Le Boulch
SETAC Europe 24th Annual Meeting, 2 pages, 2014
12014
Systems and methods for administrating a federated learning network
M Galtier, M Andreux, C Marini, E Tramel, I Djafar, J Du Terrail
US Patent App. 18/254,693, 2024
2024
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