Teaching

I strongly believe that teaching is an integral part of research, and as such have actively volunteered for high profile teaching assignments in the Paris region and internationally since 1998. As a teaching support, I have published three books in the field of signal processing, and astrophysical and cosmological data analysis geared towards advanced undergraduates, graduates and researchers.

Tutorial & School Organization

2023: Summer School on Astronomical Data Analysis (ADA X), Hersonissos, Crete, Greece, Sept 18-22.
2018: Summer School on Astronomical Data Analysis (ADAIX) , Valencia, Spain, May 20-22, 2012.
2016: Summer School on Astronomical Data Analysis (ADA8), Chania, Greece, May 22-24.
2014: Tutorial on Sparsity, Bayesian analysis and R, as part of the SCCC21 conference, Lisbon, Portugal.
2012: Tutorial on Advanced processing and reproducible research, as part of the ADA7 conference, Cargèse, France.
2010: Tutorial on Advanced processing and reproducible research, as part of the ADA6 conference, Monastir, Tunisia.
2004: Multiscale Geometry and Analysis in High Dimensions, September 7 - December 17, UCLA, Los Angeles.

Master Courses

2011-2014: Master MVA, ENS Cachan, "Sparsity and analysis of massive data sets in astrophysics" ("Parcimonie et analyse de données massives en astrophysique"), with Jerome Bobin (24h).
2007-2014: Master Informatique de Paris VI, spécialité IMAGE, ENST, Paris (3h).
2001-2004: Master "Tools and systems for astronomy and space studies" ("Outils et Systèmes de l'Astronomie et de l'Espace"), Observatoire de Paris, Université Paris VI, Paris VII and Paris XI (21h).

Doctoral Courses & Schools

2021-2024: from Wavelet to Deep Learning, Euclid summer school.
2021-2024: Weak lensing mass mapping and high order statistics, Euclid summer school.
2016: Crash Course on Machine Learning, Simula laboratory, Oslo, Norway, September 3, 2016.
2016: Winter School on Advances in Mathematics of Signal Processing, Bonn University, January 11-15, 2016.
2014: XXVI Canary Islands Winter School of Astrophysics, Instituto de Astrofisica de Canarias, Course on "Inverse Problems in Astrophysics"(6h):
- Part I: Introduction to inverse problems and image deconvolution (pdf),
- Part II: Introduction to Sparsity and Compressed Sensing,
- Part II: Introduction to Sparsity and Compressed Sensing,
- Part III: Wavelets in Astronomy: from orthogonal wavelets and to the Starlet transform (pdf),
- Part IV: Beyond Wavelets (pdf),
- Part V: Inverse problems and their solution using sparsity: denoising, deconvolution, inpainting, blind source separation (pdf),
- Part VI: Cosmic Microwave Background & Sparsity (pdf),
- Part VII: Perspective of Sparsity & Compressed Sensing in Astrophsyics (pdf).

Videos of the course are available here: [Intro, Wavelets, Beyond Wavelets, CMB, Perspective]

2009-2013: Analyse de données (Méthodes et Applications), Formation Doctorale post-Master de l'Ecole Doctorale d'Astrophysique d'Ile de France (3h).
2013: Summer School on Exploiting the Herschel & Planck data, Sèvres (1h).
2007: CEA Course on Wavelets in Astronomy (4h).
2006: VIIIème Ecole de Cosmologie, IESC, Cargèse, (6h).
2002: Tutorial on Analysis Methods in Astronomy and Engineering, SPIE Short Course, Astronomical Telescopes and Instrumentation (6h).
2001: Grands Relevés et Observatoires Virtuels, 2-6 avril, Goutelas (6h).
1998: Databases, Data Visualization and Image Processing Workshop, 15-24 November, Pune, India, (10h).
1998: Summer School, the Houches, on Infrared Space Astronomy, Today and Tomorrow, August, (9h).