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French-German-Swiss’2019 conference on optimization proceedings

Didier Auroux , Jean-Baptiste Caillau , Régis Duvigneau , Abderrahmane Habbal , Christine Malot et al.
, 71, 2021
Books hal-03409764v1
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VSURF: An R Package for Variable Selection Using Random Forests

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot
The R Journal, 2015, 7 (2), pp.19-33
Journal articles hal-01251924v1

Random forests for big data

Nathalie N. Villa-Vialaneix , Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot
Journées de Statistique de Rennes (JSTAR), Oct 2016, Rennes, France
Conference papers hal-02796431v1
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Variable selection through CART

Marie Sauvé , Christine Tuleau-Malot
ESAIM: Probability and Statistics, 2014, 18, pp.770-798. ⟨10.1051/ps/2014006⟩
Journal articles hal-00551375v2
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Random Forests for Big Data

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot , Nathalie Vialaneix
Big Data Research, 2017, 9, pp.28-46. ⟨10.1016/j.bdr.2017.07.003⟩
Journal articles hal-01233923v2
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Inference of functional connectivity in Neurosciences via Hawkes processes

Patricia Reynaud-Bouret , Vincent Rivoirard , Christine Tuleau-Malot
1st IEEE Global Conference on Signal and Information Processing, Dec 2013, Austin, United States
Conference papers hal-00866823v1
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Random forests for big data

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot , Nathalie Villa-Vialaneix
Data Science, Statistics & Visualization (DSSV) 2018, Jul 2018, Vienne, Austria
Conference papers hal-02787208v1

Random forests for big data

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot , Nathalie Villa-Vialaneix
10th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2017, Londres, United Kingdom
Conference papers hal-02785199v1
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Reconstructing the functional connectivity of multiple spike trains using Hawkes models

Régis C. Lambert , Christine Tuleau-Malot , Thomas Bessaih , Vincent Rivoirard , Yann Bouret et al.
Journal of Neuroscience Methods, 2018, 297, pp.9-21
Journal articles hal-01740126v1
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A model of Poissonian interactions and detection of dependence

Laure Sansonnet , Christine Tuleau-Malot
Statistics and Computing, 2013, 25 (2), pp.10.1007/s11222-013-9443-z. ⟨10.1007/s11222-013-9443-z⟩
Journal articles hal-00780598v2
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Variable selection using Random Forests

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot
Pattern Recognition Letters, 2010, 31 (14), pp.2225-2236
Journal articles hal-00755489v1
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Reconstructing the functional connectivity of multiple spike trains sing Hawkes models

Régis C Lambert , Christine Tuleau-Malot , Thomas C Bessaih , Vincent Rivoirard , Yann C Bouret et al.
2017
Preprints, Working Papers, ... hal-01585986v1
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Random forests and big data

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot , Nathalie Villa-Vialaneix
47ème Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Conference papers hal-01160643v1
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Goodness-of-fit tests and nonparametric adaptive estimation for spike train analysis

Patricia Reynaud-Bouret , Vincent Rivoirard , Franck Grammont , Christine Tuleau-Malot
Journal of Mathematical Neuroscience, 2014, pp.4:3. ⟨10.1186/2190-8567-4-3⟩
Journal articles hal-00789127v2
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Goodness-of-Fit Tests and Nonparametric Adaptive Estimation for Spike Train Analysis

Patricia Reynaud-Bouret , Vincent Rivoirard , Franck Grammont , Christine Tuleau-Malot
Journal of Mathematical Neuroscience, 2014, 4, pp.3 - 330325. ⟨10.1109/TIT.1981.1056305⟩
Journal articles hal-01100718v1
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VSURF : un package R pour la sélection de variables à l'aide de forêts aléatoires

Robin Genuer , Jean-Michel Poggi , Christine Tuleau-Malot
46èmes Journées de Statistique, 2014, Rennes, France
Conference papers hal-01096233v1
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Multiple Tests based on a Gaussian Approximation of the Unitary Events method with delayed coincidence count

Christine Tuleau-Malot , Amel Rouis , Franck Grammont , Patricia Reynaud-Bouret
Neural Computation, 2014, pp.1408-1454. ⟨10.1162/NECO_a_00604⟩
Journal articles hal-00757323v4
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Tests d'adéquation pour les processus de Poisson et les processus de Hawkes

Christine Malot , Patricia Reynaud-Bouret , Vincent Rivoirard , Franck Grammont
45ème Journées de Statistique, May 2013, Toulouse, France. pp
Conference papers hal-00914718v1
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Adaptive density estimation: a curse of support?

Patricia Reynaud-Bouret , Vincent Rivoirard , Christine Tuleau-Malot
Journal of Statistical Planning and Inference, 2011, 141 (1), pp.115-139. ⟨10.1016/j.jspi.2010.05.017⟩
Journal articles hal-00634421v1