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Browsing by Author Mendelson, Shahar

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Showing results 32 to 51 of 57

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-
01_Bartlett_On_the_Optimality_of_2010.pdf.jpg

On the Optimality of Sample-Based Estimates of the Expectation of the Empirical Minimizer

Author(s)Bartlett, Peter L.; Mendelson, Shahar; Philips, Petra
TypeJournal article
Date PublishedOct-2010
Date Created-

On the optimality of the aggregate with exponential weights for low temperatures

Author(s)Lecue, G; Mendelson, Shahar
TypeJournal article
Date Published2013
Date Created-

On the optimality of the empirical risk minimization procedure for the convex aggregation problem

Author(s)Lecue, Guillaume; Mendelson, Shahar
TypeJournal article
Date Published2013
Date Created-
Mendelson_Ontheperformance2003.pdf.jpg

On the performance of kernel classes

Author(s)Mendelson, Shahar
TypeJournal article
Date PublishedOct-2003
Date Created-

On the singular values of random matrices

Author(s)Mendelson, Shahar; Paouris, Grigoris
TypeJournal article
Date Published2014
Date Created-
Mendelson_Onthesize2001.pdf.jpg

On the size of convex hulls of small sets

Author(s)Mendelson, Shahar
TypeJournal article
Date PublishedOct-2001
Date Created-

On weakly bounded empirical processes

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

Phase retrieval: Stability and recovery guarantees

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

Rademacher and Gaussian complexities: risk bonds and structural results

Author(s)Bartlett, Peter L; Mendelson, Shahar
TypeBook chapter
Date Published2001
Date Created-

Random subclass bounds

Author(s)Mendelson, Shahar; Philips, Petra
TypeConference paper
Date Published2003
Date CreatedAugust 24 2003

Reconstruction and Subgaussian Operators in Asymptotic Geometric Analysis

Author(s)Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
TypeJournal article
Date Published2007
Date Created-

Reconstruction and subgaussian processes

Author(s)Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
TypeJournal article
Date Published2005
Date Created-
01_Mendelson_Regularization_in_kernel_2010.pdf.jpg

Regularization in kernel learning

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

Remarks on the geometry of coordinate projections in R^n

Author(s)Mendelson, Shahar; Vershynin, Roman
TypeJournal article
Date Published2004
Date Created-
01_Lecue_Sharper_lower_bounds_on_the_2010.pdf.jpg

Sharper lower bounds on the performance of the empirical risk minimization algorithm

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

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