Sarah Lemler

Laboratoire Mathématiques et Informatique pour la Complexité et les Systèmes

sarah.lemler [at] centralesupelec.fr

Mots clés :

  • Non parametric estimation, High-dimension, Survival analysis, Diffusion processes with jumps, Hawkes processes, Applications in neuroscience, Application in genomics

En savoir plus sur Sarah Lemler

Publications :

  • Article dans une revue - 12 documents
    • Léo Lusardi, Eliot André, Irene Castañeda, Sarah Lemler, Pauline Lafitte, Diane Zarzoso-Lacoste, Elsa Bonnaud. Methods for comparing theoretical models parameterized with field data using biological criteria and Sobol analysis, 2024-07. (https://u-picardie.hal.science/hal-04571944v1)
    • Thibaud Charrier, Nadia Haddy, Boris Schwartz, Neige Journy, Brice Fresneau, Charlotte Demoor-Goldschmidt, Ibrahima Diallo, Aurore Surun, Isabelle Aerts, François Doz, Vincent Souchard, Giao Vu-Bezin, Anne Laprie, Sarah Lemler, Véronique Letort, Carole Rubino, Stéfania Chounta, Florent de Vathaire, Aurélien Latouche, Rodrigue S Allodji. Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, 2023-12. (https://inserm.hal.science/inserm-04424032v1)
    • Stefania Chounta, Rodrigue S. Allodji, Maria Vakalopoulou, Mahmoud Bentriou, Duyen Thi Do, Florent de Vathaire, Ibrahima Sory Diallo, Brice C. Fresneau, Thibaud Charrier, Vincent Zossou, Stergios Christodoulidis, Sarah Lemler, Véronique Letort Le Chevalier. Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer, 2023. (https://hal.science/hal-04191649v1)
    • Stefania Chounta, Sarah Lemler, Nadia Haddy, Brice Fresneau, Imène Mansouri, Mahmoud Bentriou, Charlotte Demoor-Goldschmidt, Ibrahima Diallo, Vincent Souchard, Thi Duyen Do, Cristina Veres, Aurore Surun, François F. Doz, Damien Llanas, Giao Vu-Bezin, Carolé Rubino, Véronique Letort, Florent de Vathaire, Rodrigue S. Allodji. The risk of valvular heart disease in the French Childhood Cancer Survivors’ Study: Contribution of dose-volume histogram parameters, 2023. (https://hal.science/hal-04069277v1)
    • Anna Bonnet, Charlotte Dion, François Gindraud, Sarah Lemler. Neuronal Network Inference and Membrane Potential Model using Multivariate Hawkes Processes, 2022-04-15. (https://hal.science/hal-03309709v1)
    • Chiara Amorino, Charlotte Dion, Arnaud Gloter, Sarah Lemler. On the nonparametric inference of coefficients of self-exciting jump-diffusion, 2022. (https://hal.science/hal-03021151v3)
    • Charlotte Dion, Sarah Lemler, Eva Löcherbach. Exponential ergodicity for diffusions with jumps driven by a Hawkes process, 2021-03-29. (https://hal.science/hal-02094514v3)
    • Diana Tronik-Le Roux, Mathilde Sautreuil, Mahmoud Bentriou, Jérôme Verine, Maria Belén Palma, Marina Daouya, Fatiha Bouhidel, Sarah Lemler, Joel Lemaoult, François Desgrandchamps, Paul-Henry Cournède, Edgardo D. Carosella. Comprehensive landscape of immune-checkpoints uncovered in clear cell renal cell carcinoma reveals new and emerging therapeutic targets., 2020-07-01. (https://centralesupelec.hal.science/hal-02879515v1)
    • Charlotte Dion, Sarah Lemler. Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process, 2020-05-07. (https://hal.science/hal-02094627v2)
    • Sandrine Pinto, Brice C. Fresneau, Hubert C. Hounsossou, Auŕelie Mayet, Joeffrey Marchi, François Pein, Neige M.Y. Journy, Imène Mansouri, Damien Drubay, Véronique Letort, Sarah Lemler, Charlotte Demoor-Goldschmidt, Angela Jackson, Vincent Souchard, Giao Vu-Bezin, Ibrahima Diallo, Carolé Rubino, Odile Oberlin, Nadia Haddy, Florent de Vathaire, Agnès Dumas, Setcheou Rodrigue Allodji. Identifying clusters of health risk behaviors and their predictors in adult survivors of childhood cancer: A report from the French Childhood Cancer Survivor Study, 2020. (https://hal.science/hal-02984270v1)
    • Agathe Guilloux, Sarah Lemler, Marie-Luce Taupin. Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates, 2016-06. (https://hal.sorbonne-universite.fr/hal-01327412v1)
    • Agathe Guilloux, Sarah Lemler, Marie-Luce Taupin. Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates, 2015. (https://hal.science/hal-01120683v2)
  • Pré-publication, Document de travail - 6 documents
    • Léo Lusardi, Eliot André, Irene Castañeda, Sarah Lemler, Pauline Lafitte, Diane Zarzoso-Lacoste, Elsa Bonnaud. Methods for comparing theoretical models parameterized with field data using biological criteria and Sobol analysis, 2023-12-05. (https://hal.science/hal-04324767v1)
    • Antoine Caillebotte, Estelle Kuhn, Sarah Lemler. Estimation and variable selection in a joint model of survival times and longitudinal outcomes with random effects., 2023-06-26. (https://hal.inrae.fr/hal-04145010v3)
    • Mathilde Sautreuil, Sarah Lemler, Paul-Henry P.-H. Cournède. Neural networks to predict survival from RNA-seq data in oncology, 2021-05-12. (https://centralesupelec.hal.science/hal-03224492v1)
    • Mokhtar Z. Alaya, Sarah Lemler, Agathe Guilloux, Thibault Allart. High-dimensional time-varying Aalen and Cox models, 2018-06-18. (https://hal.science/hal-01798390v1)
    • Agathe Guilloux, Sarah Lemler, Marie-Luce Taupin. Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates, 2015-07-06. (https://hal.science/hal-01171775v2)
    • Sarah Lemler. Oracle inequalities for the Lasso in the high-dimensional Aalen multiplicative intensity model, 2013-10-12. (https://hal.science/hal-00710685v4)
  • Communication dans un congrès - 5 documents
    • Antoine Caillebotte, Estelle Kuhn, Sarah Lemler. Estimation and variable selection in joint models of survival times and longitudinal data, 2023-10-01. (https://hal.science/hal-04344489v1)
    • Charlotte Baey, Maud Delattre, Estelle Kuhn, Jean-Benoist Leger, Sarah Lemler. Efficient preconditioned stochastic gradient descent for estimation in latent variable models, 2023-07-23. (https://hal.science/hal-04131641v1)
    • Antoine Caillebotte, Estelle Kuhn, Sarah Lemler. Estimation and variable selection in joint models of survival times and longitudinal data, 2023-07-03. (https://hal.science/hal-04344473v1)
    • Thibaud Charrier, Nadia Haddy, Boris Schwartz, Neige Journy, Brice Fresneau, Charlotte Demoor-Goldschmidt, Ibrahima Diallo, Aurore Surun, Isabelle Aerts, François Doz, Vincent Souchard, Giao Vu-Bezin, Anne Laprie, Sarah Lemler, Véronique Letort, Carole Rubino, Stéfania Chounta, Florent De Vathaire, Aurélien Latouche, Rodrigue S. Allodji. Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, a FCCSS Study, 2022-11. (https://hal.science/hal-04490033v1)
    • J. -R. Chazottes, Christophe Cuny, J Dedecker, Xiequan Fan, Sarah Lemler. Limit theorems and inequalities via martingales methods, 2012-08. (https://hal.science/hal-01433578v1)
  • POSTER - 2 documents
    • Thibaud Charrier, Nadia Haddy, Boris Schwartz, Neige Journy, Brice Fresneau, Charlotte Demoor-Goldschmidt, Ibrahima Diallo, Aurore Surun, Isabelle Aerts, François Doz, Vincent Souchard, Giao Vu-Bezin, Anne Laprie, Sarah Lemler, Véronique Letort, Carole Rubino, Stéfania Chounta, Florent De Vathaire, Aurélien Latouche, Rodrigue S. Allodji. Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, a FCCSS Study, 2023-08. (https://hal.science/hal-04489983v1)
    • Thibaud Charrier, Brice Fresneau, Nadia Haddy, Boris Schwartz, Neige Journy, Charlotte Demoor-Goldschmidt, Ibrahima Diallo, Aurore Surun, Isabelle Aerts, François Doz, Vincent Souchard, Giao Vu-Bezin, Sarah Lemler, Véronique Letort, Carole Rubino, Brice Fresneau, Nadia Haddy, Boris Schwartz, Neige Journy, Charlotte Demoor-Goldschmidt, Ibrahima Diallo, Aurore Surun, Isabelle Aerts, François Doz, Vincent Souchard, Giao Vu-Bezin, Véronique Letort, Carole Rubino, Florent de Vathaire, Aurélien Latouche, Rodrigue S Allodji. Increased Cardiac Risk After a Second Malignant Neoplasm Among Childhood Cancer Survivors, a FCCSS Study, 2022-10. (https://hal.science/hal-04488310v1)
  • Chapitre d'ouvrage - 1 document
  • Thèse - 1 document