Binarsity: a penalization for one-hot encoded features in linear supervised learning MZ Alaya, S Bussy, S Gaıffas, A Guilloux Journal of Machine Learning Research 20 (118), 1-34, 2019 | 31 | 2019 |
C-mix: A high-dimensional mixture model for censored durations, with applications to genetic data S Bussy, A Guilloux, S Gaïffas, AS Jannot Statistical methods in medical research 28 (5), 1523-1539, 2019 | 19 | 2019 |
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework S Bussy, R Veil, V Looten, A Burgun, S Gaïffas, A Guilloux, B Ranque, ... BMC Medical Research Methodology 19 (1), 50, 2019 | 18 | 2019 |
Trajectories of Biological Values and Vital Parameters: An Observational Cohort Study of Adult Patients with Sickle Cell Disease Hospitalized for a Non-Complicated Vaso … R Veil, S Bussy, V Looten, JB Arlet, J Pouchot, AS Jannot, B Ranque Journal of Clinical Medicine 8 (9), 1502, 2019 | 4* | 2019 |
FLASH: a Fast joint model for Longitudinal And Survival data in High dimension VT Nguyen, A Fermanian, A Guilloux, A Barbieri, S Zohar, AS Jannot, ... arXiv preprint arXiv:2309.03714, 2023 | 1 | 2023 |
Introduction of high-dimensional interpretable machine learning models and their applications S Bussy Sorbonne université, 2019 | 1 | 2019 |
Online Inventory Problems: Beyond the iid Setting with Online Convex Optimization M Hihat, S Gaïffas, G Garrigos, S Bussy Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics S Bussy, MZ Alaya, AS Jannot, A Guilloux arXiv preprint arXiv:1807.09813, 2018 | | 2018 |