Valérie Garès

Publications

Journals in Statistics

• Koroko A., Anciaux-Sedrakian A., Ben Gharbia I., Garès V., Haddou M. et Tran Q.H. Analysis and Comparison of Two-Level KFAC Methods for Training Deep Neural Networks. Optimization Methods and Software. pp 1-33, 2024.
• Gares V., Hudson M., Manuguerra M. and Gebski V. Effect of a correlated competing risk on marginal survival estimation in an accelerated failure time model. Communications in Statistics - Simulation and Computation. 51(6), pp. 1-23, 2024.
• Lopuhaä H.P., Gares V. and Ruiz-Gazen A. S-estimation in linear models with structured covariance matrices. Annals of statistics. 51(6), pp. 2415-2439, 2023.
• Vo T.H., Gares V., L-C. Zhang L-C., Happe A., Oger E., S. Paquelet S. et Chauvet G. Cox regression with linked data. Statistics in medecine. 43(2), pp. 296-314, 2023.
• Vo T.H., Chauvet G., Happe A., Oger E., Paquelet S. et Gares V. Extending the Fellegi-Sunter record linkage model for mixed-type data with application to the French national health data system. Computational Statistics and Data Analysis journal. 79, pp. 107656, 2023.
• Koroko A., Anciaux-Sedrakian A., Ben Gharbia I., Gares V., Haddou M. and Tran Q.H. Efficient Approximations of the Fisher Matrix in Neural Networks using Kronecker Product Singular Value Decomposition. ESAIM: Proceedings and Survey. 73, pp. 218-237, 2023.
• Guernec G., Gares V., Omer J., Saint-Pierre P. and Savy N. OTrecod: An R Package for Data Fusion using Optimal Transportation Theory. R Journal. 2023.
• Gares V., Hajage, D. and Chauvet, G. Closed-form variance estimator for generalized propensity score. Biometrical Journal. 64(1), pp. 33-56, 2022.
• Gares V. and Omer J. Regularized Optimal Transport of Covariates and Outcomes in Data Recoding. Journal of the American Statistical Association, 117(537), pp. 320-333, 2020.
• Gares V., Dimeglio C, Guernec G, Fantin F, Lepage B, Korosok MR and Savy N. On the use of optimal transportation theory to recode variables and application to database merging. The International Journal of Biostatistics, 16(1), 2019.
• Gares V., Andrieu S., Dupuy J.-F. and Savy N. On Fleming-Harrington’s test for late effects in prevention randomized controlled trials. Journal of Statistical Theory and Practice, 11(3), pp.418-435, 2017. (Supplementary materials)
• Gares V., Andrieu S., Dupuy J.-F. and Savy N. An omnibus test for several hazard alternatives in prevention randomized controlled clinical trials. Statistics in Medicine, 34(4), pp. 541-557, 2015.
• Gares V., Andrieu S., Dupuy J.-F. and Savy N. A comparison of the constant piecewise weighted and Fleming Harrington's tests. Electronic Journal of Statistics, 8(1), pp. 841-860, 2014.

Journals applied to medical

• Lequy E., Javad M., Vienneau D., de Hoogh K., Chen, J., Dupuy, J-F., Gares V., Burte E., Bouaziz O., Le Tertre A., Wagner, V., Hertel O., Christensen J. H., Zhivin S., Siemiatycki J., Goldberg M., Zins M. and Jacquemin B. Influence of exposure assessment methods on associations between long-term exposure to outdoor fine particulate matter and risk of cancer in the French cohort Gazel. Science of The Total Environment, 820, pp. 153098, 2022.
• Lequy E., Siemiatycki J., De Hoogh K., Vienneau D., Dupuy J.-F., Gares V., Hertel O., Christensen J. H., Zhivin S., Goldberg M., Zins M. and Jacquemin B. Contribution of Long-Term Exposure to Outdoor Black Carbon to the Carcinogenicity of Air Pollution: Evidence regarding Risk of Cancer in the Gazel Cohort. Environmental Health Perspectives, 129(3), pp. 37005, 2021.
• Guillen A., Curot J., Birmes P., Denuelle M., Gares V., Taïb S., Valton L. and Yrondi A. Suicidal Ideation and Traumatic Exposure Should Not Be Neglected in Epileptic Patients: A Multi-dimensional Comparison of the Psychiatric Profile of Patients Suffering from Epilepsy and Patients Suffering from Psychogenic Non-epileptic Seizures. Frontiers in Psychiatry, section Mood and Anxiety Disorders, 10, pp. 303, 2019.
• Gebski V., Gares V., Gibbs E. and Byth K. Data maturity and follow-up in time-to-event analyses: How far in time to extend the Kaplan-Meier Plot. International Journal of Epidemiology, 33(5), pp. 441-458, 2018.
• Castagné R., Gares V., Karimi M., Chadeau-Hyam M., Vineis P, Delpierre C. and Kelly-Irving M. Lifepath consortium. Allostatic load and subsequent all-cause mortality: which biological markers drive the relationship? Findings from a UK birth cohort. Europeen Journal of Epidemiology, 145(16), pp. 3405-3412, 2017.
• Gares V., Panico L., Castagné R., Delpierre C. and Kelly-Irving M. The role of the early social environment on Epstein Barr virus infection: a prospective observational design using the Millennium Cohort Study. Epidemiology and infections, 145(16), pp. 3405-3412, 2017.
• Garsed D. W., [...], Gares V., [...], The Australian Ovarian Cancer Study Group,[...] Bowtell D. D. L. and DeFazio A. Homologous Recombination DNA Repair Pathway Disruption and Retinoblastoma Protein Loss are Associated with Exceptional Survival in High-Grade Serous Ovarian Cancer. Clinical Cancer Research, 24(3), pp. 569-580, 2017.
• Coley N.*, Gallini A.*, Gares V., Gardette V., Andrieu S. and the ICTUS/DSA group. A longitudinal study of transitions between informal and formal care in Alzheimer’s disease using multistate models in European ICTUS cohort. Journal of the American Medical Directors Association, 16(12), pp. 1104.e1-7, 2015.
• Soto M., Andrieu S., Gares V., Gillette-Guyonnet S., Cantet C., Vellas B. and Nourhashémi F. Living alone with Alzheimer's disease and the risk of adverse outcomes. Results from the PLASA study. Journal of the American Geriatrics Society, 63(4), pp. 651-8, 2014.

Packages

• Title: Optimal transportation for data recoding.
  Author: Guernec G., Navarro P. and Garès V.
  

PhD supervisions

Vanessa Chezeu (thèse Cotutelle INSA / Cameroun) (2023 - present)
Analyse de données de survie de données chaînées
Co-encadrement avec Jean-François Dupuy et Samuel Bowong

Ghanem Bahrini (thèse CIFRE INSA / SAFRAN) (2023 - present)
Analyse de survie en présence de risques concurrents avec prise en compte des données longitudinales
Co-encadrement avec Jean-François Dupuy et Morgane Arbet-Massin

Abdoulaye Koroko (thèse IFPEN) (2020 - 2023)
Méthodes d'optimisation stables et parallèles pour l'apprentissage avec de grandes données
Co-encadrement avec Ani Anciau Sedrakian, Ibtihel Ben Gharbia, Mounir Haddou et Quang Huy tran

Aymane Gourimane (thèse cifre avec Eurovia) (2019 - 2023)
Amélioration de l'uni longitudinal des chaussées
Co-encadrement avec Fekri Meftah et Jean-François Dupuy

Thanh Huan Vo (thèse CHL / B<>com) (2019 - 2022)
Appariement de bases de données et application sur les données du SNIIRAM
Co-encadrement avec Guillaume Chauvet,