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Une PLS parcimonieuse entre Statistique et Apprentissage

Jérôme Saracco , Hadrien Lorenzo , Olivier Cloarec , Rodolphe Thiébaut
Journées de Statistique 2021 – Société Française de Statistique, Jun 2021, Nice, France
Conference papers hal-03842522v1

Multiblock supervised analyses, should we really normalize blocks?

Jérôme Saracco , Hadrien Lorenzo , Olivier Cloarec , Rodolphe Thiébaut
17th Scandinavian Symposium on Chemometrics (SSC17), Sep 2021, Aalborg, Denmark
Conference papers hal-03842510v1

Détection d’individus atypiques en régression SIR

Jérôme Saracco , Hadrien Lorenzo
Dataquitaine 2022 (IA, Recherche Opérationnelle & Data Science), Février 2022, Bordeaux, France., Feb 2022, Bordeaux, France
Conference papers hal-03842500v1

Koh-Lanta, missing data imputation in supervised context

Jérôme Saracco , Hadrien Lorenzo , Olivier Cloarec
23ème Congrès de Chimiométrie, Jun 2022, Brest, France
Conference papers hal-03842483v1
Image document

Data-Driven Sparse Partial Least Squares

Hadrien Lorenzo , Olivier Cloarec , Rodolphe Thiébaut , Jérôme Saracco
Statistical Analysis and Data Mining, 2021, ⟨10.1002/sam.11558⟩
Journal articles hal-03368956v1

Advanced topics in Sliced Inverse Regression V2

Jérôme Saracco , Hadrien Lorenzo , Stéphane Girard
JMVA 2022 - 50th Anniversary Jubilee, Apr 2022, Virtual Meeting, United States
Conference papers hal-03842478v1

Sélection de variables en régression SIR par seuillage doux ou seuillage dur de la matrice d’intérêt

Jérôme Saracco , Hadrien Lorenzo
Journées de Statistique 2022 – Société Française de Statistique, Juin 2022, Lyon, France., Jun 2022, Lyon, France
Conference papers hal-03842492v1

Multi-block high-dimensional lasso-penalized analysis with imputation of missing data applied to postgenomic data in an Ebola vaccine trial

Hadrien Lorenzo , Rodolphe Thiébaut , Jérôme Saracco
Annual workshop on Statistical Methods for Post Genomic Data - SMPGD 2018, Jan 2018, Montpellier, France
Conference papers hal-01664610v1

Une PLS multivoie parcimonieuse avec observations manquantes pour données hétérogènes

Hadrien Lorenzo , Jérôme Saracco , Rodolphe Thiébaut
Journées de Statistique 2018 - Société Française de Statistique, May 2018, EDF Lab Paris Saclay, France
Conference papers hal-01963431v1

Détection d’individus atypiques en régression SIR (sliced inverse regression)

Jérôme Saracco , Hadrien Lorenzo
Journées de Statistique 2021 – Société Française de Statistique, Jun 2021, Nice, France
Conference papers hal-03842540v1

Imputation for supervised learning problems in high dimension

Hadrien Lorenzo , Jérôme Saracco , Olivier Cloarec
24th International Conference on Computational Statistics (COMPSTAT 2022), 23-26 August 2022, Bologna (Italy), 2022, Bologna, Italy
Conference papers hal-03842462v1

How to deal with missing values in the high dimensional supervised context?

Jérôme Saracco , Hadrien Lorenzo , Olivier Cloarec
14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021), Dec 2021, London, United Kingdom
Conference papers hal-03842504v1
Image document

An original methodology for the selection of biomarkers of tenderness in five different muscles

Marie-Pierre Ellies , Hadrien Lorenzo , Christophe Denoyelle , Jérôme Saracco , Brigitte Picard et al.
Foods, 2019, 8 (6), pp.206. ⟨10.3390/foods8060206⟩
Journal articles hal-02164157v1
Image document

Systems Vaccinology Identifies an Early Innate Immune Signature as a Correlate of Antibody Responses to the Ebola Vaccine rVSV-ZEBOV

Anne Rechtien , Laura Richert , Hadrien Lorenzo , Gloria Martrus , Boris P. Hejblum et al.
Cell Reports, 2017, 20 (9), pp.2251 - 2261. ⟨10.1016/j.celrep.2017.08.023⟩
Journal articles hal-01579246v1

High-Dimensional Multi-Block Analysis of Factors Associated with Thrombin Generation Potential

Hadrien Lorenzo , Misbah Razzaq , Jacob Odeber , Pierre-Emmanuel Morange , Jérôme Saracco et al.
CBMS 2019 - 32nd IEEE International Symposium on Computer-Based Medical Systems (CBMS), Jun 2019, Cordoba, Spain. pp.453-458, ⟨10.1109/CBMS.2019.00094⟩
Conference papers hal-02429302v1
Image document

Computational outlier detection methods in sliced inverse regression

Hadrien Lorenzo , Jérôme Saracco
Advances in Contemporary Statistics and Econometrics, Springer International Publishing, pp.101-122, 2021, ⟨10.1007/978-3-030-73249-3_6⟩
Book sections hal-03369250v1