Édouard Grave
Ph.D. student
Sierra Team
23 avenue d'Italie
75013 PARIS
France
email: firstname.lastname@inria.fr
23 avenue d'Italie
75013 PARIS
France
email: firstname.lastname@inria.fr
I am a second year Ph.D. student, working under the supervision of Francis Bach and Guillaume Obozinski, in the Sierra Team. I am an alumni from the École polytechnique and the MVA (Parisian master in machine learning and computer vision). I am interested in statistical machine learning and optimization. More precisely, I work on sparse methods and applications to natural language processing.
Publications
Trace Lasso: a trace norm regularization for correlated designs. In Advances in Neural Information Processing Systems (NIPS), 2011.[Paper] [Technical report] [Code: soon] [BibTeX]
@incollection{grave2011,
title = {Trace Lasso: a trace norm regularization for correlated designs},
author = {Edouard Grave and Guillaume R. Obozinski and Francis Bach},
booktitle = {Advances in Neural Information Processing Systems 24},
editor = {J. Shawe-Taylor and R.S. Zemel and P. Bartlett and F.C.N. Pereira and K.Q. Weinberger},
pages = {2187--2195},
year = {2011}
}
title = {Trace Lasso: a trace norm regularization for correlated designs},
author = {Edouard Grave and Guillaume R. Obozinski and Francis Bach},
booktitle = {Advances in Neural Information Processing Systems 24},
editor = {J. Shawe-Taylor and R.S. Zemel and P. Bartlett and F.C.N. Pereira and K.Q. Weinberger},
pages = {2187--2195},
year = {2011}
}
Teaching
LM335 : Calcul numérique matriciel / Matrix computations, Teaching assistant, 2012.
LM334 : Introduction à l'analyse numérique / Introduction to numerical analysis, Teaching assistant, 2011.
LM121 : Algèbre 1 - Calcul vectoriel / Introduction to linear algebra, Teaching assistant, 2011.