Get started
Author

Aurélie Fischer

Quantization and clustering with Bregman divergences
2010 · Aurélie Fischer · Journal of Multivariate Analysis · 60
PDF
COBRA: A combined regression strategy
2015 · Gérard Biau, Aurélie Fischer, et al. · Journal of Multivariate Analysis · 42
Parameter Selection for Principal Curves
2011 · Gérard Biau, Aurélie Fischer · IEEE Transactions on Information Theory · 40
Using Machine-Learning Methods to Improve Surface Wind Speed from the Outputs of a Numerical Weather Prediction Model
2021 · Naveen Goutham, Bastien Alonzo, et al. · Boundary-Layer Meteorology · 37
Statistical learning for wind power: A modeling and stability study towards forecasting
2017 · Aurélie Fischer, Lucie Montuelle, et al. · Wind Energy · 36
PDF
Projection-based curve clustering
2011 · Benjamin Auder, Aurélie Fischer · Journal of Statistical Computation and Simulation · 29
On the number of groups in clustering
2011 · Aurélie Fischer · Statistics & Probability Letters · 25
Improved rates for Wasserstein deconvolution with ordinary smooth error in dimension one
2015 · Jérôme Dedecker, Aurélie Fischer, et al. · Electronic Journal of Statistics · 17
PDF
From Numerical Weather Prediction Outputs to Accurate Local Surface Wind Speed: Statistical Modeling and Forecasts
2018 · Bastien Alonzo, Riwal Plougonven, et al. · Springer proceedings in mathematics & statistics · 15
Robust Bregman clustering
2021 · Claire Brécheteau, Aurélie Fischer, et al. · The Annals of Statistics · 12
PDF
Aggregation using input–output trade-off
2018 · Aurélie Fischer, Mathilde Mougeot · Journal of Statistical Planning and Inference · 10
PDF
Machine Learning Methods Applied to the Global Modeling of Event-Driven Pitch Angle Diffusion Coefficients During High Speed Streams
2022 · G. Kluth, J.-F. Ripoll, et al. · Frontiers in Physics · 8
PDF
Exploring pitch-angle diffusion during high speed streams with neural networks
2022 · J.-F. Ripoll, G. Kluth, et al. · URSI Atlantic Radio Science Conference · 6
Selecting the length of a principal curve within a Gaussian model
2013 · Aurélie Fischer · Electronic Journal of Statistics · 6
PDF
KFC: A clusterwise supervised learning procedure based on the aggregation of distances
2021 · Sothea Has, Aurélie Fischer, et al. · Journal of Statistical Computation and Simulation · 5
Deux méthodes d'apprentissage non supervisé : synthèse sur la méthode des centres mobiles et présentation des courbes principales
2014 · Fischer, A. · HAL · 4
On principal curves with a length constraint
2020 · Sylvain Delattre, Aurélie Fischer · Annales de l Institut Henri Poincaré Probabilités et Statistiques · 3
PDF
Concentration of the empirical measure in Wasserstein distance: bounds involving the covering dimension
2026 · Dedecker, Jérôme, Fischer, Aurélie, et al. · arXiv (Cornell University) · 2
PDF
Estimation via length-constrained generalized empirical principal curves under small noise
2019 · Delattre, Sylvain, Fischer, Aurélie · arXiv (Cornell University) · 2
PDF
Convergence rates for smooth k-means change-point detection
2018 · Fischer, Aurélie, Picard, Dominique · arXiv (Cornell University) · 2
PDF
Comparison of the spatial organization in colorectal tumors using second-order statistics and functional ANOVA
2013 · Maya Alsheh Aliy, Johanne Seguin, et al. · International symposium on image and signal processing and analysis/ISPA ... · 2
Reconstructing Balloon‐Observed Gravity Wave Momentum Fluxes Using Machine Learning and Input From ERA5
2024 · Sothea Has, Riwal Plougonven, et al. · Journal of Geophysical Research Atmospheres · 1
PDF
Real-time wind power forecast
2016 · Aurélie Fischer, Lucie Montuelle, et al. · arXiv (Cornell University) · 1
Questions théoriques et applications pratiques en apprentissage statistique et statistique non paramétrique: Courbes principales, classification non supervisée, modèles prédictifs, agrégation d’estimateurs
2022 · Fischer, Aurélie · HAL
On change-point estimation under Sobolev sparsity
2020 · Aurélie Fischer, Dominique Picard · Electronic Journal of Statistics
Works count: 34
Citation count: 365
H-index: 10
I10-index: 11
Year
Topic
Type