Talks
Talks in AI
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence
Talk and Poster, NeurIPS 2021, Online, 2021
Presentation of my research on Proxy Norm at NeurIPS 2021.
[Slides] [Poster]
Removing Batch Dependence in the Normalization of CNNs by Proxy-Normalizing Activations
Talk, Graphcore webinar, UK, 2021
Presentation of my research on the normalization of CNNs in a Graphcore webinar.
[Slides]
On the Inductive Bias of Various Architectures of Deep ReLU Nets
Talk, ENPC, Paris, 2019
Presentation of my research during a seminar at Imagine Lab, ENPC.
[Slides]
Characterizing Well-Behaved vs. Pathological Deep Neural Networks
Talk and Poster, ICML 2019, California, 2019
Presentation of my research on the characterization of deep neural networks at ICML 2019.
[Slides] [Poster]
Disclaimer: For ease of exposition, some notations have been simplified compared to the original notations from the paper.
Lessons Learned Building an Highly-Specialized Image Recognition System from Scratch
Talk, Berlin AI 8, Germany, 2018
Talk given at the 8th gathering of Berlin AI with numerous AI professionals.
[Slides]
Introduction to Machine Learning and Deep Learning
Talk, PEAT, Germany, 2017
Presentation on machine learning and deep learning for internal training at PEAT.
[Slides]
Talks in Statistics applied to Cosmology
Etude Statistique des Corrélations dans la Distribution des Galaxies – Application aux Oscillations Baryoniques Acoustiques
PhD Defense, CEA Saclay, France, 2012
Presentation given for my PhD Defense.
[Slides in French]
BAO Study with Model-Dependent Covariance Matrix
Talk, Astronomical Data Analysis VII, Corsica, 2012
Presentation of my results on BAO study with model-dependent covariance matrix at the conference Astronomical Data Analysis VII.
[Slides]
BAO and SDSS DR7
Talk, ERC SparseAstro workshop, France, 2012
Presentation of the state of my research on BAO detection and BAO study with model-dependent covariance matrix. This research was continued and later published in 2 ApJ papers.
[Slides]
BAO Detection Methods
Talk, International Workshop on Cosmology and Sparsity, France, 2011
Presentation of the state of my research on BAO detection. This research was continued and later published in ApJ.
[Slides]
Uncertainty in Correlation Function Estimators and BAO Detection in Current Galaxy Surveys
Talk, Cosmo Journal Club, CEA Saclay, France, 2010
Presentation of my results on uncertainty in correlation function estimators and reliability of BAO detection from my first paper published in Statistical Methodology.
[Slides]
Statistique de la Distribution des Galaxies et Analyse Fractale
Talk, ANR NatImage workshop, France, 2010
Introduction to statistical analysis of the galaxy distribution, with a particular look at fractal analysis.
[Slides in French]