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Samuel Orso
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A predictive based regression algorithm for gene network selection
S Guerrier, N Mili, R Molinari, S Orso, M Avella-Medina, Y Ma
Frontiers in genetics 7, 97, 2016
92016
Wavelet-based moment-matching techniques for inertial sensor calibration
S Guerrier, J Jurado, M Khaghani, G Bakalli, M Karemera, R Molinari, ...
IEEE Transactions on Instrumentation and Measurement 69 (10), 7542-7551, 2020
42020
SWAG: A Wrapper Method for Sparse Learning
R Molinari, G Bakalli, S Guerrier, C Miglioli, S Orso, M Karemera, ...
arXiv preprint arXiv:2006.12837, 2020
32020
Construction of dynamically-dependent stochastic error models
P Clausen, J Skaloud, S Orso, S Guerrier
2018 IEEE/ION Position, Location and Navigation Symposium (PLANS), 1336-1341, 2018
32018
Is nonmetastatic cutaneous melanoma predictable through genomic biomarkers?
M Branca, S Orso, RC Molinari, H Xu, S Guerrier, Y Zhang, N Mili
Melanoma Research 28 (1), 21-29, 2018
32018
On the properties of simulation-based estimators in high dimensions
S Guerrier, M Karemera, S Orso, MP Victoria-Feser
arXiv preprint arXiv:1810.04443, 2018
12018
Parameter Determination of Sensor Stochastic Models under Covariate Dependency
J Skaloud, P Clausen, S Orso, S Guerrier
European Geosciences Union General Assembly, 2017
12017
Robust Estimation of Bivariate Copulas
S Guerrier, S Orso, MP Victoria-Feser
12013
A Flexible Bias Correction Method based on Inconsistent Estimators
Y Zhang, Y Ma, S Orso, M Karemera, MP Victoria-Feser, S Guerrier
arXiv preprint arXiv:2204.07907, 2022
2022
Evidence of antagonistic predictive effects of miRNAs in breast cancer cohorts through data-driven networks
C Miglioli, G Bakalli, S Orso, M Karemera, R Molinari, S Guerrier, N Mili
Scientific reports 12 (1), 1-16, 2022
2022
A General Approach for Simulation-based Bias Correction in High Dimensional Settings
S Guerrier, M Karemera, S Orso, MP Victoria-Feser, Y Zhang
arXiv preprint arXiv:2010.13687, 2020
2020
Asymptotically Optimal Bias Reduction for Parametric Models
S Guerrier, M Karemera, S Orso, MP Victoria-Feser
arXiv preprint arXiv:2002.08757, 2020
2020
Chameleon microRNAs in breast cancer: their elusive role as regulatory factors in cancer progression
C Miglioli, G Bakalli, S Orso, M Karemera, R Molinari, S Guerrier, N Mili
bioRxiv, 2020
2020
Phase Transition Unbiased Estimation in High Dimensional Settings
S Guerrier, M Karemera, S Orso, MP Victoria-Feser
arXiv preprint arXiv:1907.11541, 2019
2019
A simple recipe for making accurate parametric inference in finite sample
S Guerrier, M Karemera, S Orso, MP Victoria-Feser
arXiv preprint arXiv:1901.06750, 2019
2019
Contributions to simulation-based estimation methods
S Orso
University of Geneva, 2019
2019
Parametric inference for index functionals
S Guerrier, S Orso, MP Victoria-Feser
Econometrics 6 (2), 22, 2018
2018
Two-step robust estimation of copulae
S Guerrier, S Orso, MP Victoria-Feser
International Conference on Robust Statistics, 1, 2016
2016
A Paradigmatic Regression Algorithm for Gene Selection Problems
S Guerrier, N Mili, R Molinari, S Orso, M Avella-Medina, Y Ma
arXiv preprint arXiv:1511.07662, 2015
2015
Robust Estimation for Bivariate Distribution
S Orso
University of Geneva, 2013
2013
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