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Thomas Laloë

A k-nearest neighbor approach for functional regression
2007 · Thomas Laloë · Statistics & Probability Letters · 46
Plug-in estimation of level sets in a non-compact setting with applications in multivariate risk theory
2011 · Elena Di Bernardino, Thomas Laloë, et al. · ESAIM Probability and Statistics · 31
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Hold-out strategy for selecting learning models: Application to categorization subjected to presentation orders
2022 · Giulia Mezzadri, Thomas Laloë, et al. · Journal of Mathematical Psychology · 30
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L1-Quantization and clustering in Banach spaces
2010 · T. Laloë · Mathematical Methods of Statistics · 21
Three‐dimensional internal spatial structure of young‐of‐the‐year pelagic freshwater fish provides evidence for the identification of fish school species
2011 · Guillard Jean, Fernandes Paul, et al. · Limnology and Oceanography Methods · 18
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Nonparametric estimation of regression level sets using kernel plug-in estimator
2012 · T. Laloë, R. Servien · Journal of the Korean Statistical Society · 12
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Non-parametric estimator of a multivariate madogram for missing-data and extreme value framework
2022 · Alexis Boulin, Elena Di Bernardino, et al. · Journal of Multivariate Analysis · 8
Estimation of extreme multivariate expectiles with functional covariates
2023 · Elena Di Bernardino, Thomas Laloë, et al. · Journal of Multivariate Analysis · 7
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High-Dimensional Variable Clustering based on Maxima of a Weakly Dependent Random Process
2025 · Alexis Boulin, Elena Di Bernardino, et al. · Journal of the American Statistical Association · 6
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An order-dependent transfer model in categorization
2022 · Giulia Mezzadri, Patricia Reynaud-Bouret, et al. · Journal of Mathematical Psychology · 5
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Detection of dependence patterns with delay
2015 · Julien Chevallier, Thomas Laloë · Biometrical Journal · 5
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Quantization based clustering: An iterative approach
2020 · Thomas Laloë · Pattern Recognition Letters · 4
Exact asymptotic limit for kernel estimation of regression level sets
2020 · Hai Dang Dau, Thomas Laloë, et al. · Statistics & Probability Letters · 4
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Multivariate adaptive warped kernel estimation
2019 · Gaëlle Chagny, Thomas Laloë, et al. · Electronic Journal of Statistics · 4
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Estimating covariate functions associated to multivariate risks: a level set approach
2014 · Elena Di Bernardino, Thomas Laloë, et al. · Metrika · 4
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Nonparametric estimation of regression level sets
2011 · Thomas Laloë, Rémi Servien · 4
The X-Alter Algorithm: A Parameter-Free Method of Unsupervised Clustering
2013 · Thomas Laloë, Rémi Servien · Journal of Modern Applied Statistical Methods · 3
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On some problems of supervised or unsupervised learning
2009 · LALOË, Thomas, BIAU, Gérard, et al. · OpenGrey (Institut de l'Information Scientifique et Technique) · 3
Seasonal Bias Correction of Daily Precipitation over France Using a Stitch Model Designed for Robust Representation of Extremes
2025 · Philippe Ear, Elena Di Bernardino, et al. · Atmosphere · 2
Identifying regions of concomitant compound precipitation and wind speed extremes over Europe
2025 · Alexis Boulin, Elena Di Bernardino, et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2
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Investigating interactions between types of order in categorization
2022 · Giulia Mezzadri, Patricia Reynaud-Bouret, et al. · Scientific Reports · 2
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Depth level set estimation and associated risk measures
2022 · Sara Armaut, Roland Diel, et al. · Electronic Journal of Statistics · 2
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A semi-parametric distribution stitch based on the Berk-Jones test for French daily precipitation bias correction
2025 · Philippe Ear, Elena Di Bernardino, et al. · Stochastic Environmental Research and Risk Assessment · 1
How to fit transfer models to learning data: a segmentation/clustering approach
2023 · Giulia Mezzadri, Thomas Laloë, et al. · Behavior Research Methods · 1
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On some depth-based risk measurements for high risks
2023 · Armaut, Sara, Diel, Roland, et al. · HAL · 1
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Works count: 49
Citation count: 229
H-index: 7
I10-index: 6
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