Publications
Preprints:
Estimation and variable selection in a joint model of survival times and longitudinal outcomes with random effects, A. Caillebotte, E. Kuhn, S. Lemler, 2023
High-dimensional Aalen and Cox model with change-points, M. Alaya, T. Allart, A. Guilloux, S. Lemler, 2018
Publications:
Efficient preconditioned stochastic gradient descent for estimation in latent variable models, C. Baey, M. Delattre, E. Kuhn, J.B. Leger, S. Lemler, Accepted to ICML, 2023
On the nonparametric inference of coefficients of self-exciting jump-diffusion, C. Amorino, C. Dion, A. Gloter, S. Lemler, Electronic Journal of Statistics, 2022
Neuronal network inference and membrane potential model using multivariate Hawkes processes, A. Bonnet, C. Dion, F. Gindraud, S. Lemler, Journal of Neuroscience Methods, 2022
Nonparametric drift estimation for diffusions with jumps driven by a Hawkes process, C. Dion, S. Lemler, Statistical Inference for Stochastic Processes, 2020
Exponential ergodicity for diffusions with jumps driven by a Hawkes process, C. Dion, S. Lemler, E. Löcherbach, Theory of Probability and Mathematical Statistics, 2019
Adaptive kernel estimation of the baseline function in the Cox model, with high-dimensional covariates, A. Guilloux, S. Lemler, M.L. Taupin, Journal of Multivariate Analysis, 2016
Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates, A. Guilloux, S. Lemler, M.L. Taupin, Journal of Statistical Planning Inference, 2016
Oracle inequalities for the Lasso in the high-dimensional Aalen multiplicative, S. Lemler, Les Annales de l’Institut Henri Poincaré, 2016
Limit theorems and inequalities via martingale methods, J.R Chazottes, C. Cuny, J. Dedecker, X. Fan, S. Lemler, ESAIM: Proceedings, 2012
Dans des journaux médicaux :
Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer, S. Chounta et al., Cancers, 2023
The risk of valvular heart disease in the French Childhood Cancer Survivors’ Study: Contribution of dose-volume histogram parameters, S. Chounta et al., Radiotherapy and Oncology, 2023
Neural networks to predict survival from RNA-seq data in oncology, M. Sautreuil, S. Lemler, P.H. Cournède, Computational Methods in Systems Biology, Lecture Notes in Computer Science, 2021
Identifying clusters of health risk behaviors and their predictors in adult survivors of childhood cancer: A report from the French Childhood Cancer Survivor Study, S. Pinto et al., Psycho-Oncology, 2020
Comprehensive landscape of immune-checkpoints uncovered in clear cell renal cell carcinoma reveals new and emerging therapeutic targets, D. Tronik-Le Roux et al. , Cancer Immunology, Immunotherapy, 2020
Thèse:
I did my PhD (2011-2014) at the University of Evry Val d'Essonne, under the direction of M.L Taupin and A. Guilloux, at LaMME Laboratory. You can find here a PDF version of my thesis entitled: Estimation for counting processes with high-dimensional covariates.