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A random forest guided tour
Gérard Biau
,
Erwan Scornet
Journal articles
hal-01307105v1
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The IL-4 rs2070874 polymorphism may be associated with the severity of recurrent viral-induced wheeze
Flore Amat
,
Malek Louha
,
Marta Benet
,
Tamazoust Guiddir
,
Mélisande Bourgoin-Heck
,
et al.
Pediatric Pulmonology, 2017, 52 (11), pp.1435-1442
Journal articles
hal-01979830v1
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F4-invariant Algorithm for Computing SAGBI-Gröbner Bases
Marziyeh Boroujeni
,
Abdolali Basiri
,
Sajjad Rahmany
,
Annick Valibouze
Journal articles
hal-01114025v1
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Prediction of human population responses to toxic compounds by a collaborative competition.
Federica Eduati
,
Lara M Mangravite
,
Tao Wang
,
Hao Tang
,
J Christopher Bare
,
et al.
Journal articles
hal-01428019v1
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Some uniform consistency results in the partially linear additive model components estimation
Salim Bouzebda
,
Khalid Chokri
,
Djamal Louani
Journal articles
hal-01764365v1
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Multivariate wavelet density and regression estimators for stationary and ergodic discrete time processes: Asymptotic results
Salim Bouzebda
,
Sultana Didi
Journal articles
hal-01764371v1
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Novel genetic loci underlying human intracranial volume identified through genome-wide association
Hieab H H Adams
,
Derrek P Hibar
,
Vincent Chouraki
,
Jason L Stein
,
Paul A Nyquist
,
et al.
Journal articles
hal-01382716v1
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What does ICL tell us about homogeneity for Model-Based Clustering?
Jean-Patrick Baudry
,
Gilles Celeux
Workshop on Model-Based Clustering and Classification , Salvatore Ingrassia, Sep 2016, Catane, Italy
Conference papers
hal-01437468v1
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Random Forests and Kernel Methods
Erwan Scornet
Journal articles
hal-01255002v1
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Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates
Agathe Guilloux
,
Sarah Lemler
,
Marie-Luce Taupin
Journal articles
hal-01327412v1
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Additive regression model for stationary and ergodic continuous time processes
Salim Bouzebda
,
Sultana Didi
Journal articles
hal-01764362v1
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Grouped variable importance with random forests and application to multiple functional data analysis
Baptiste Gregorutti
,
Bertrand Michel
,
Philippe Saint-Pierre
Journal articles
hal-01935926v1
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Correlation and variable importance in random forests
Baptiste Gregorutti
,
Bertrand Michel
,
Philippe Saint-Pierre
Journal articles
hal-01935918v1
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Multi-state models and cost-effectiveness analysis
Philippe Saint-Pierre
Journal de gestion et d’économie médicales, 2016, 34 (2), pp.133
Journal articles
hal-01979835v1
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Assessing model-based clustering methods with cytometry data sets
Jean-Patrick Baudry
,
Gilles Celeux
IFCS 2017 - Conference of the International Federation of Classification Societies, Aug 2017, Tokyo, Japan
Conference papers
hal-01649085v1
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Finding solutions of fuzzy polynomial equations systems by an Algebraic method
Marziyeh Boroujeni
,
Abdolali Basiri
,
Sajjad Rahmany
,
Annick Valibouze
Journal articles
hal-01317748v1
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A random forest guided tour (with comments and a rejoinder by the authors)
Gérard Biau
,
Erwan Scornet
Test, 2016, 25, pp.197-227
Journal articles
hal-01361796v1
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EM for mixtures-Initialization requires special care
Jean-Patrick Baudry
,
Gilles Celeux
Statistics and Computing, 2015
Journal articles
hal-01256833v1
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Subsampling Methods for Persistent Homology
Frédéric Chazal
,
Brittany Terese Fasy
,
Fabrizio Lecci
,
Bertrand Michel
,
Alessandro Rinaldo
,
et al.
International Conference on Machine Learning (ICML 2015), Jul 2015, Lille, France
Conference papers
hal-01073073v1
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Rates of convergence for robust geometric inference
Frédéric Chazal
,
Pascal Massart
,
Bertrand Michel
2015
Preprints, Working Papers, ...
hal-01157551v1
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Optimal learning with Bernstein online aggregation
Olivier Wintenberger
Journal articles
hal-01380175v1
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Solving Fuzzy Systems in Dual Form using Wu's Method
Marziyeh Boroujeni
,
Abdolali Basiri
,
Sajjad Rahmany
,
Annick Valibouze
Journal articles
hal-01141203v1
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Lectures on the nearest neighbor method
Gérard Biau
,
L. Devroye
Springer, 290 p., 2015, Springer Series in the Data Sciences
Books
hal-01263265v1
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Computing syzygies over V[X_1,…,X_k], V a valuation domain
Lionel Ducos
,
Annick Valibouze
,
Ihsen Yengui
Journal articles
hal-01072255v1
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