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Browsing by Author Mendelson, Shahar

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Showing results 18 to 37 of 58

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-

Geometric parameters of kernel machines

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

Improving the sample complexity using global data

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2002
Date Created-

Learning relatively small classes

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

Learning without Concentration

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2014
Date Created-

Lipschitz representations of subsets of the cube

Author(s)Mendelson, Shahar
TypeJournal article
Date Published14-Nov-2007
Date Created-

Local Complexities for Empirical Risk Minimization

Author(s)Bartlett, Peter; Mendelson, Shahar; Philips, Petra
TypeConference paper
Date Published2004
Date CreatedJuly 1-4 2004
01_Bartlett_Local_Rademacher_c_2005.pdf.jpg

Local Rademacher complexities

Author(s)Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
TypeJournal article
Date Published2005
Date Created-

Local Rademacher complexities and oracle inequalities in risk minimization

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

Localized Rademacher complexities

Author(s)Bartlett, Peter; Bousquet, Olivier; Mendelson, Shahar
TypeConference paper
Date Published2002
Date CreatedJuly 8 2002

Lower Bounds for the Empirical Minimization Algorithm

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2008
Date Created-

Majorizing measures and proprtional subsets of bounded orthonormal systems

Author(s)Guedon, Olivier; Mendelson, Shahar; Pajor, Alain, et al
TypeJournal article
Date Published2008
Date Created-

Modified Empirical CLT's under only pre-Gaussian conditions

Author(s)Mendelson, Shahar; Zinn, Joel
TypeBook chapter
Date Published2006
Date Created-

Obtaining fast error rates in nonconvex situations

Author(s)Mendelson, Shahar
TypeJournal article
Date Published2008
Date Created-

On generic chaining and the smallest singular value of random matrices with heavy tails

Author(s)Mendelson, Shahar; Paouris, Grigoris
TypeJournal article
Date Published2012
Date Created-

On singular values of matrices with independent rows

Author(s)Mendelson, Shahar; Pajor, Alain
TypeJournal article
Date Published2006
Date Created-
Mendelson_Ontheimportance2004.pdf.jpg

On the importance of small coordinate projections

Author(s)Mendelson, Shahar; Philips, Petra
TypeJournal article
Date PublishedMar-2004
Date Created-

On the limitations of embedding methods

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

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