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Solenne Gaucher
Solenne Gaucher
CREST, ENSAE, Institut Polytechnique de Paris
Adresse e-mail validée de inria.fr - Page d'accueil
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Maximum likelihood estimation of sparse networks with missing observations
S Gaucher, O Klopp
Journal of Statistical Planning and Inference 215, 299-329, 2021
132021
Outlier detection in networks with missing links
S Gaucher, O Klopp, G Robin
Computational Statistics & Data Analysis 164, 107308, 2021
102021
Fair learning with Wasserstein barycenters for non-decomposable performance measures
S Gaucher, N Schreuder, E Chzhen
International Conference on Artificial Intelligence and Statistics, 2436-2459, 2023
82023
Hierarchical transfer learning with applications for electricity load forecasting.
A Antoniadis, S Gaucher, Y Goude
62021
Optimality of variational inference for stochasticblock model with missing links
S Gaucher, O Klopp
Advances in Neural Information Processing Systems 34, 19947-19959, 2021
52021
The price of unfairness in linear bandits with biased feedback
S Gaucher, A Carpentier, C Giraud
Advances in Neural Information Processing Systems 35, 18363-18376, 2022
22022
Finite Continuum-Armed Bandits
S Gaucher
Advances in Neural Information Processing Systems 33, 3186--3196, 2020
22020
Supervised Contamination Detection, with Flow Cytometry Application
S Gaucher, G Blanchard, F Chazal
arXiv preprint arXiv:2404.06093, 2024
2024
Position Paper: Open Research Challenges for Private Advertising Systems under Local Differential Privacy
M Tullii, S Gaucher, H Richard, E Diemert, V Perchet, A Rakotomamonjy, ...
2024
Re-thinking High-dimensional Mathematical Statistics
F Bunea, R Nowak, AB Tsybakov
Oberwolfach Reports 19 (2), 1377-1430, 2023
2023
Contributions to stochastic bandits and link prediction problems
S Gaucher
Université Paris-Saclay, 2022
2022
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