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Shahar Mendelson: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Peter L. Bartlett, Shahar Mendelson
    Rademacher and Gaussian Complexities: Risk Bounds and Structural Results. [Citation Graph (0, 0)][DBLP]
    COLT/EuroCOLT, 2001, pp:224-240 [Conf]
  2. Peter L. Bartlett, Shahar Mendelson, Petra Philips
    Local Complexities for Empirical Risk Minimization. [Citation Graph (0, 0)][DBLP]
    COLT, 2004, pp:270-284 [Conf]
  3. Peter L. Bartlett, Olivier Bousquet, Shahar Mendelson
    Localized Rademacher Complexities. [Citation Graph (0, 0)][DBLP]
    COLT, 2002, pp:44-58 [Conf]
  4. Shahar Mendelson
    Geometric Methods in the Analysis of Glivenko-Cantelli Classes. [Citation Graph (0, 0)][DBLP]
    COLT/EuroCOLT, 2001, pp:256-272 [Conf]
  5. Shahar Mendelson
    Learning Relatively Small Classes. [Citation Graph (0, 0)][DBLP]
    COLT/EuroCOLT, 2001, pp:273-288 [Conf]
  6. Shahar Mendelson
    Geometric Parameters of Kernel Machines. [Citation Graph (0, 0)][DBLP]
    COLT, 2002, pp:29-43 [Conf]
  7. Shahar Mendelson
    On the Limitations of Embedding Methods. [Citation Graph (0, 0)][DBLP]
    COLT, 2005, pp:353-365 [Conf]
  8. Shahar Mendelson, Petra Philips
    Random Subclass Bounds. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:329-343 [Conf]
  9. Shahar Mendelson, A. Pajor
    Ellipsoid Approximation Using Random Vectors. [Citation Graph (0, 0)][DBLP]
    COLT, 2005, pp:429-443 [Conf]
  10. Shahar Mendelson, Naftali Tishby
    Statistical Sufficiency for Classes in Empirical L2 Spaces. [Citation Graph (0, 0)][DBLP]
    COLT, 2000, pp:81-89 [Conf]
  11. Shahar Mendelson, Roman Vershynin
    Entropy, Combinatorial Dimensions and Random Averages. [Citation Graph (0, 0)][DBLP]
    COLT, 2002, pp:14-28 [Conf]
  12. Shahar Mendelson, Robert C. Williamson
    Agnostic Learning Nonconvex Function Classes. [Citation Graph (0, 0)][DBLP]
    COLT, 2002, pp:1-13 [Conf]
  13. Shahar Mendelson
    A Few Notes on Statistical Learning Theory. [Citation Graph (0, 0)][DBLP]
    Machine Learning Summer School, 2002, pp:1-40 [Conf]
  14. Shahar Mendelson, A. Pajor, M. Rudelson
    The Geometry of Random {-1, 1}-Polytopes. [Citation Graph (0, 0)][DBLP]
    Discrete & Computational Geometry, 2005, v:34, n:3, pp:365-379 [Journal]
  15. Shahar Mendelson
    Learnability in Hilbert Spaces with Reproducing Kernels. [Citation Graph (0, 0)][DBLP]
    J. Complexity, 2002, v:18, n:1, pp:152-170 [Journal]
  16. Peter L. Bartlett, Shahar Mendelson
    Rademacher and Gaussian Complexities: Risk Bounds and Structural Results. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2002, v:3, n:, pp:463-482 [Journal]
  17. Shahar Mendelson
    On the Size of Convex Hulls of Small Sets. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2001, v:2, n:, pp:1-18 [Journal]
  18. Shahar Mendelson
    On the Performance of Kernel Classes. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:4, n:, pp:759-771 [Journal]
  19. Shahar Mendelson, Petra Philips
    On the Importance of Small Coordinate Projections. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:219-238 [Journal]
  20. Shahar Mendelson
    A New On-Line Learning Model. [Citation Graph (0, 0)][DBLP]
    Neural Computation, 2001, v:13, n:4, pp:935-957 [Journal]
  21. Shahar Mendelson
    Embedding with a Lipschitz function. [Citation Graph (0, 0)][DBLP]
    Random Struct. Algorithms, 2005, v:27, n:1, pp:25-45 [Journal]
  22. Shahar Mendelson
    Rademacher averages and phase transitions in Glivenko-Cantelli classes. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Information Theory, 2002, v:48, n:1, pp:251-263 [Journal]
  23. Shahar Mendelson
    Improving the sample complexity using global data. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Information Theory, 2002, v:48, n:7, pp:1977-1991 [Journal]

  24. Complexity measures of sign matrices. [Citation Graph (, )][DBLP]


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