Search Results for author: Olivier Bouaziz

Found 2 papers, 1 papers with code

Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time

no code implementations26 Apr 2024 Ariane Cwiling, Vittorio Perduca, Olivier Bouaziz

In the context of right-censored data, we study the problem of predicting the restricted time to event based on a set of covariates.

Prediction Intervals

Optimal transport-based machine learning to match specific patterns: application to the detection of molecular regulation patterns in omics data

1 code implementation21 Jul 2021 Thi Thanh Yen Nguyen, Warith Harchaoui, Lucile Mégret, Cloe Mendoza, Olivier Bouaziz, Christian Neri, Antoine Chambaz

We present several algorithms designed to learn a pattern of correspondence between two data sets in situations where it is desirable to match elements that exhibit a relationship belonging to a known parametric model.

BIG-bench Machine Learning

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