Contact

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MAIL ADDRESS:
  • Electrical and Computer Engineering
  • Duke University
  • 7PO Box 90291
  • Durham, NC 27708
  • Phone: + 1 919 613 9123
  • Email : joseph.salmon aatt duke.edu
  • Home page : josephsalmon.eu
PHYSICAL ADDRESS :
  • Electrical and Computer Engineering, Duke University
  • 3424 CIEMAS
  • Durham, NC 27708

Current position

I am a Post Doctoral Associate at Duke university working with Rebecca Willett in the Network and Imaging Science Laboratory (NISLab) .

News

"Poisson Noise Reduction with Non-Local PCA",
J. Salmon, C.-A. Deledalle , R. Willett and Z. Harmany , ICASSP, 2012
[ pdf | Abstract | BibTeX | Demo Matlab | ZIP ]

"Oracle inequalities and minimax rates for non-local means and related adaptive kernel-based methods",
E. Arias-Castro , J. Salmon, R. Willett
[ pdf | Abstract | BibTeX | Demo Matlab | ZIP ]

Resume

In 2010, I finished my PHD in Statistics under the supervision of Dominique Picard and Erwan Le Pennec at the Laboratoire de Probabilités et de Modélisation Aléatoire (LPMA ) in Université Paris Diderot.
My thesis is about the denoising of digital images combining patch-based method and statistical aggregation. The full manuscript can be found in my papers section. I am especially interested in topics such as: aggregation of estimators, Patch based denoising methods, Non-parametric regression, On-line learning.

Research

You can find my papers and my talks slides. I also collect here softwares and other numerical stuffs for reproducing the numerical results presented in my papers.

Teaching

ATER, Paris 7 - Diderot (2010-2011)
  • In 2010-2011, I was a lecturer in descriptive statistics for first and second year students with Stéphane Boucheron and A. Belaiche. I was also a lecturer in Statitics at ENSAE for second year students (Master 1 level).
Monitorat, Paris 7 - Diderot (2007-2010)
  • In 2009-2010, I supervised practical work in Econometrics, for student with level Licence 3. Releavant exercices and other thing will be available here. I was also a lecturer in Statitics at ENSAE for second year students (Master 1 level).
  • In 2008-2009 , I was a project supervisor in mathematics and algorithmic (Master 1 level) with Pierre Alquier and Mohamed Hebiri. Courses, project subjects and exercices sheets are available here.
  • In 2007-2008, I was a lecturer in Formal Calculus with Maple (Licence 1). Courses and exercices sheets are available in french here.

Other

Here you can find my resume and several links about Mathematics, my colleagues and various stuff.