output
20132025
most citedThe discriminative functional mixture model for a comparative analysis of bike sharing systems

164 citations

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

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stat.ML2025

PAC-Bayesian Bounds on Constrained f-Entropic Risk Measures

Hind Atbir, Farah Cherfaoui, Guillaume Metzler +2

PAC generalization bounds on the risk, when expressed in terms of the expected loss, are often insufficient to capture imbalances between subgroups in the data. To overcome this li…

stat.ML2025

MMM: Clustering Multivariate Longitudinal Mixed-type Data

Francesco Amato, Julien Jacques

Multivariate longitudinal data of mixed-type are increasingly collected in many science domains. However, algorithms to cluster this kind of data remain scarce, due to the challeng…

stat.ML2020★ 2 cited

A finite sample analysis of the benign overfitting phenomenon for ridge function estimation

Emmanuel Caron, Stephane Chretien

Recent extensive numerical experiments in high scale machine learning have allowed to uncover a quite counterintuitive phase transition, as a function of the ratio between the samp…