Guillermo Durand

Publications

Poster de conférence (1)

Multiple Instance Learning and data augmentation via Wasserstein barycenters: Application to flow cytometry data Pierre-André Mikem,Guillermo Durand,Christine Keribin,Pascal Massart ML at Aussois 2025 - Autumn School on Recent Advances in Machine Learning, Nov 2025, Aussois, France Poster de conférence hal-05499580v1

Article dans une revue (6)

Fast confidence bounds for the false discovery proportion over a path of hypotheses Guillermo Durand Computo, 2025, ⟨10.57750/efbs-ef14⟩ Article dans une revue hal-04927594v3
Post hoc false positive control for structured hypotheses Guillermo Durand,Gilles Blanchard,Pierre Neuvial,Etienne Roquain Scandinavian Journal of Statistics, 2020, 47 (4), pp.1114-1148. ⟨10.1111/sjos.12453⟩ Article dans une revue hal-01829037v3
Adaptive p-value weighting with power optimality Guillermo Durand Electronic Journal of Statistics , 2019, 13 (2), pp.3336-3385. ⟨10.1214/19-EJS1578⟩ Article dans une revue hal-01596474v3
Performance of epistasis detection methods in semi-simulated GWAS Clément Chatelain,Guillermo Durand,Vincent Thuillier,Franck Augé BMC Bioinformatics, 2018, 19, pp.231. ⟨10.1186/s12859-018-2229-8⟩ Article dans une revue hal-01832976v1
New FDR bounds for discrete and heterogeneous tests Sebastian Döhler,Guillermo Durand,Etienne Roquain Electronic Journal of Statistics , 2018, 12 (1), ⟨10.1214/18-EJS1441⟩ Article dans une revue hal-01541185v3
Fixation probability in a two-locus intersexual selection model Guillermo Durand,Sabin Lessard Theoretical Population Biology, 2016, 109, pp.75-87. ⟨10.1016/j.tpb.2016.03.004⟩ Article dans une revue hal-01361671v1

Pré-publication, Document de travail (2)

FDR control and FDP bounds for conformal link prediction Gilles Blanchard,Guillermo Durand,Ariane Marandon-Carlhian,Romain Périer 2024 Pré-publication, Document de travail hal-04529648v1
DiscreteFDR: An R package for controlling the false discovery rate for discrete test statistics Guillermo Durand,Florian Junge,Sebastian Döhler,Etienne Roquain 2022 Pré-publication, Document de travail hal-03888379v1

Thèse (1)

Multiple testing and post hoc bounds for heterogeneous data Guillermo Durand Statistics [math.ST]. Sorbonne Université, 2018. English. ⟨NNT : 2018SORUS289⟩ Thèse tel-02374758v1