Mendelson, Shahar

20 publications

JMLR 2017 Regularization and the Small-Ball Method II: Complexity Dependent Error Rates Guillaume Lecué, Shahar Mendelson

COLT 2014 Learning Without Concentration Shahar Mendelson

COLT 2005 Ellipsoid Approximation Using Random Vectors Shahar Mendelson, Alain Pajor

COLT 2005 On the Limitations of Embedding Methods Shahar Mendelson

COLT 2004 Local Complexities for Empirical Risk Minimization Peter L. Bartlett, Shahar Mendelson, Petra Philips

JMLR 2004 On the Importance of Small Coordinate Projections Shahar Mendelson, Petra Philips

JMLR 2003 On the Performance of Kernel Classes Shahar Mendelson

COLT 2003 Random Subclass Bounds Shahar Mendelson, Petra Philips

COLT 2002 Agnostic Learning Nonconvex Function Classes Shahar Mendelson, Robert C. Williamson

COLT 2002 Entropy, Combinatorial Dimensions and Random Averages Shahar Mendelson, Roman Vershynin

COLT 2002 Geometric Parameters of Kernel Machines Shahar Mendelson

COLT 2002 Localized Rademacher Complexities Peter L. Bartlett, Olivier Bousquet, Shahar Mendelson

JMLR 2002 Rademacher and Gaussian Complexities: Risk Bounds and Structural Results Peter L. Bartlett, Shahar Mendelson

NeCo 2001 A New On-Line Learning Model Shahar Mendelson

COLT 2001 Geometric Methods in the Analysis of Glivenko-Cantelli Classes Shahar Mendelson

COLT 2001 Learning Relatively Small Classes Shahar Mendelson

JMLR 2001 On the Size of Convex Hulls of Small Sets Shahar Mendelson

COLT 2001 Rademacher and Gaussian Complexities: Risk Bounds and Structural Results Peter L. Bartlett, Shahar Mendelson

NeCo 2001 Recurrence Methods in the Analysis of Learning Processes Shahar Mendelson, Israel Nelken

COLT 2000 Statistical Sufficiency for Classes in Empirical L2 Spaces Shahar Mendelson, Naftali Tishby