output
20222026
most citedWhy do tree-based models still outperform deep learning on tabular data?

159 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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stat.ME2026

On the calibration of survival models with competing risks

Julie Alberge, Tristan Haugomat, Gaël Varoquaux +1

Survival analysis deals with modeling the time until an event occurs, and accurate probability estimates are crucial for decision-making, particularly in the competing-risks settin…

stat.ME2023★ 1 cited

Causal thinking for decision making on Electronic Health Records: why and how

Matthieu Doutreligne, Tristan Struja, Judith Abecassis +3

Accurate predictions, as with machine learning, may not suffice to provide optimal healthcare for every patient. Indeed, prediction can be driven by shortcuts in the data, such as…