Publications
Conference proceedings in AI
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence
Antoine Labatie, Dominic Masters, Zach Eaton-Rosen, Carlo Luschi, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
[Paper]
Characterizing Well-Behaved vs. Pathological Deep Neural Networks
Antoine Labatie, 36th International Conference on Machine Learning (ICML 2019), 2019
[Paper]
arXiv paper in AI
Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training
Dominic Masters, Antoine Labatie, Zach Eaton-Rosen, Carlo Luschi, arXiv, 2021
[Paper]
Journal articles in Statistics applied to Cosmology
Effect of Model-Dependent Covariance Matrix for Studying Baryon Acoustic Oscillations
Antoine Labatie, Jean-Luc Starck, Marc Lachièze-Rey, ApJ, 760(2):97, 2012
[Paper]
Detecting Baryon Acoustic Oscillations
Antoine Labatie, Jean-Luc Starck, Marc Lachièze-Rey, ApJ, 746(2):172, 2012
[Paper]
Uncertainty in Two-Point Correlation Function Estimators and Baryon Acoustic Oscillation Detection in Galaxy Surveys
Antoine Labatie, Jean-Luc Starck, Marc Lachièze-Rey, Statistical Methodology, 9(1-2):85–100, 2012
[Paper]
Wavelet Analysis of Baryon Acoustic Structures in the Galaxy Distribution
Pablo Arnalte-Mur, Antoine Labatie, Nicolas Clerc, Vicent J Martínez, Jean-Luc Starck, Marc Lachièze-Rey, Enn Saar, Silvestre Paredes, A&A, 542:A34, 2012
[Paper]
The Clustering of Galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Cosmological Implications of the Large-Scale Two-Point Correlation Function
Ariel Sanchez et al., MNRAS, 425(1):415–437, 2012
[Paper]
The Clustering of Galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: Baryon Acoustic Oscillations in the Data Release 9 Spectroscopic Galaxy Sample
Lauren Anderson et al., MNRAS, 427(4):3435–3467, 2012
[Paper]
An Optimized Correlation Function Estimator for Galaxy Surveys
Mariana Vargas-Magaña et al., A&A, 554:A131, 2013
[Paper]
Book chapter in Statistics applied to Cosmology
Statistical Study of the Galaxy Distribution
Antoine Labatie, Jean-Luc Starck, Marc Lachièze-Rey, In Advances in Modern Cosmology, InTech, 2011
[Chapter]
Conference proceedings in Statistics applied to Cosmology
A New Method for Detecting Baryon Acoustic Oscillations
Antoine Labatie, Jean-Luc Starck, Marc Lachièze-Rey, In 47th Rencontres de Moriond on Cosmology, 2012
[Paper]
Effect of Model-Dependent Covariance Matrix for Studying Baryon Acoustic Oscillations
Antoine Labatie, Jean-Luc Starck, Marc Lachièze-Rey, In Astronomical Data Analysis VII, 2012