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09/07/2023
FLASH: a Fast joint model for Longitudinal And Survival data in High dimension
This paper introduces a prognostic method called FLASH that addresses th...
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07/12/2023
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization
We study multi-product inventory control problems where a manager makes ...
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07/25/2018
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework
Background: Choosing the most performing method in terms of outcome pred...
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07/25/2018
Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data
Determining significant prognostic biomarkers is of increasing importanc...
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03/24/2017
Binarsity: a penalization for one-hot encoded features
This paper deals with the problem of large-scale linear supervised learn...
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10/24/2016