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C-mix: a high dimensional mixture model for censored durations, with applications to genetic data

Simon Bussy , Agathe Guilloux , Stéphane Gaïffas , Anne-Sophie Jannot
Statistical Methods in Medical Research, 2019, 28 (5), pp.1523--1539
Journal articles hal-01648389v1
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Optimization by gradient boosting

Gérard Biau , Benoît Cadre
Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan, ed. Daouia, A. and Ruiz-Gazen, A., 2021, pp.23-44
Journal articles hal-01562618v1
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Neural Random Forests

Gérard Biau , Erwan Scornet , Johannes Welbl
Sankhya A, 2019
Journal articles hal-01306340v2
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Term structure modelling for multiple curves with stochastic discontinuities

Claudio Fontana , Zorana Grbac , Sandrine Gümbel , Thorsten Schmidt
Finance and Stochastics, 2020, 24 (2), pp.465-511. ⟨10.1007/s00780-020-00416-5⟩
Journal articles hal-03898927v1
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Conditional inference in parametric models

Michel Broniatowski , Virgile Caron
Journal de la Société Française de Statistique, 2019
Journal articles hal-03912538v1