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Browsing by Author Mendelson, Shahar

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Showing results 1 to 20 of 58

A Few Notes on Statistical Learning Theory

Author(s)Mendelson, Shahar
TypeBook chapter
Date Published2003
Date Created-

A Note on the Richness of Convex Hulls of VC Classes

Author(s)Lugosi, Gabor; Mendelson, Shahar; Koltchinskii, Vladimir
TypeJournal article
Date Published2003
Date Created-
01_Franck Barth_A_probabilistic_approach_to_2005.pdf.jpg

A probabilistic approach to the geometry of the ℓᵨⁿ-ball

Author(s)Barthe, Franck; Guedon, Olivier; Mendelson, Shahar, et al
TypeJournal article
Date Published29-Mar-2005
Date Created-

A remark on the diameter of random sections of convex bodies

Author(s)Mendelson, Shahar
TypeBook chapter
Date Published2014
Date Created-

A subgaussian embedding theorem

Author(s)Mendelson, Shahar; Tomczak-Jaegermann, Nicole
TypeJournal article
Date Published2008
Date Created-

Aggregation via Empirical risk minimization

Author(s)Mendelson, Shahar; Lecue, Guillaume
TypeJournal article
Date Published2009
Date Created-

Agnostic learning nonconvex function classes

Author(s)Mendelson, Shahar; Williamson, Robert
TypeConference paper
Date Published2002
Date CreatedJuly 8 2002

Complexity measures of sign matrices

Author(s)Linial, Nati; Mendelson, Shahar; Schechtman, Gideon, et al
TypeJournal article
Date Published2007
Date Created-
01_Mendelson_Discrepancy,_chaining_and_2011.pdf.jpg

Discrepancy, chaining and subgaussian processes

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2011
Date Created-

e-norm and its application to learning theory

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2001
Date Created-

Ellipsoid approximation using random vectors

Author(s)Mendelson, Shahar; Pajor, Alain
TypeJournal article
Date Published2005
Date Created-

Embedding with a Lipschitz Function

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2005
Date Created-

Empirical minimization

Author(s)Bartlett, Peter L; Mendelson, Shahar
TypeJournal article
Date Published2006
Date Created-

Empirical processes and random projections

Author(s)Klartag, B; Mendelson, Shahar
TypeJournal article
Date Published2005
Date Created-

Empirical Processes with a Bounded Ψ 1 Diameter

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2010
Date Created-

Entropy and the Combinatorial Dimension

Author(s)Mendelson, Shahar; Vershynin, Roman
TypeJournal article
Date Published2003
Date Created-

Entropy, combinatorial dimensions and random averages

Author(s)Mendelson, Shahar; Vershynin, Roman
TypeConference paper
Date Published2002
Date CreatedJuly 8 2002

Gaussian averages of interpolated bodies and applications to approximate reconstruction

Author(s)Gordon, Y; Litvak, Alexander; Mendelson, Shahar, et al
TypeJournal article
Date Published2007
Date Created-
Guillame&MendelsonGeneralnonexactinequalitiesforclasses2012.pdf.jpg

General nonexact oracle inequalities for classes with a subexponential envelope

Author(s)Mendelson, Shahar; Lecué, Guillaume
TypeJournal article
Date PublishedApr-2012
Date Created-

Geometric methods in the analysis of Glivenko-Cantelli classes

Author(s)Mendelson, Shahar
TypeBook chapter
Date Published2001
Date Created-

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