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Corinna Cortes: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. William DuMouchel, Chris Volinsky, Theodore Johnson, Corinna Cortes, Daryl Pregibon
    Squashing Flat Files Flatter. [Citation Graph (1, 0)][DBLP]
    KDD, 1999, pp:6-15 [Conf]
  2. Leonid Kontorovich, Corinna Cortes, Mehryar Mohri
    Learning Linearly Separable Languages. [Citation Graph (0, 0)][DBLP]
    ALT, 2006, pp:288-303 [Conf]
  3. Corinna Cortes, Patrick Haffner, Mehryar Mohri
    Positive Definite Rational Kernels. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:41-56 [Conf]
  4. Cynthia Rudin, Corinna Cortes, Mehryar Mohri, Robert E. Schapire
    Margin-Based Ranking Meets Boosting in the Middle. [Citation Graph (0, 0)][DBLP]
    COLT, 2005, pp:63-78 [Conf]
  5. Corinna Cortes, Mehryar Mohri
    Distribution kernels based on moments of counts. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  6. Corinna Cortes, Mehryar Mohri, Jason Weston
    A general regression technique for learning transductions. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:153-160 [Conf]
  7. Harris Drucker, Corinna Cortes, Lawrence D. Jackel, Yann LeCun, Vladimir Vapnik
    Boosting and Other Machine Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 1994, pp:53-61 [Conf]
  8. Corinna Cortes, Daryl Pregibon, Chris Volinsky
    Communities of Interest. [Citation Graph (0, 0)][DBLP]
    IDA, 2001, pp:105-114 [Conf]
  9. Corinna Cortes, Harris Drucker, Dennis Hoover, Vladimir Vapnik
    Capacity and Complexity Control in Predicting the Spread Between Borrowing and Lending Interest Rates. [Citation Graph (0, 0)][DBLP]
    KDD, 1995, pp:51-56 [Conf]
  10. Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers
    Hancock: a language for extracting signatures from data streams. [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:9-17 [Conf]
  11. Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang
    Limits on Learning Machine Accuracy Imposed by Data Quality. [Citation Graph (0, 0)][DBLP]
    KDD, 1995, pp:57-62 [Conf]
  12. Corinna Cortes, Daryl Pregibon
    Giga-Mining. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:174-178 [Conf]
  13. Corinna Cortes, Daryl Pregibon
    Information Mining Platforms: An Infrastructure for KDD Rapid Deployment. [Citation Graph (0, 0)][DBLP]
    KDD, 1999, pp:327-331 [Conf]
  14. Corinna Cortes, Mehryar Mohri, Ashish Rastogi, Michael Riley
    Efficient Computation of the Relative Entropy of Probabilistic Automata. [Citation Graph (0, 0)][DBLP]
    LATIN, 2006, pp:323-336 [Conf]
  15. Corinna Cortes, Patrick Haffner, Mehryar Mohri
    Rational Kernels. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:601-608 [Conf]
  16. Corinna Cortes, Lawrence D. Jackel, Wan-Ping Chiang
    Limits in Learning Machine Accuracy Imposed by Data Quality. [Citation Graph (0, 0)][DBLP]
    NIPS, 1994, pp:239-246 [Conf]
  17. Corinna Cortes, Lawrence D. Jackel, Sara A. Solla, Vladimir Vapnik, John S. Denker
    Learning Curves: Asymptotic Values and Rate of Convergence. [Citation Graph (0, 0)][DBLP]
    NIPS, 1993, pp:327-334 [Conf]
  18. Corinna Cortes, Mehryar Mohri
    AUC Optimization vs. Error Rate Minimization. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  19. Corinna Cortes, Mehryar Mohri
    Confidence Intervals for the Area Under the ROC Curve. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  20. Harris Drucker, Corinna Cortes
    Boosting Decision Trees. [Citation Graph (0, 0)][DBLP]
    NIPS, 1995, pp:479-485 [Conf]
  21. Corinna Cortes, Mehryar Mohri, Ashish Rastogi
    On the Computation of Some Standard Distances Between Probabilistic Automata. [Citation Graph (0, 0)][DBLP]
    CIAA, 2006, pp:137-149 [Conf]
  22. Corinna Cortes, Daryl Pregibon
    Signature-Based Methods for Data Streams. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2001, v:5, n:3, pp:167-182 [Journal]
  23. Corinna Cortes, Mehryar Mohri
    Context-Free Recognition with Weighted Automata. [Citation Graph (0, 0)][DBLP]
    Grammars, 2000, v:3, n:2/3, pp:133-150 [Journal]
  24. Corinna Cortes, Daryl Pregibon, Chris Volinsky
    Communities of interest. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2002, v:6, n:3, pp:211-219 [Journal]
  25. Corinna Cortes, Patrick Haffner, Mehryar Mohri
    Rational Kernels: Theory and Algorithms. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1035-1062 [Journal]
  26. Corinna Cortes, Mehryar Mohri
    Moment Kernels for Regular Distributions. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2005, v:60, n:1-3, pp:117-134 [Journal]
  27. Corinna Cortes, Vladimir Vapnik
    Support-Vector Networks. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1995, v:20, n:3, pp:273-297 [Journal]
  28. Corinna Cortes, Kathleen Fisher, Daryl Pregibon, Anne Rogers, Frederick Smith
    Hancock: A language for analyzing transactional data streams. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Program. Lang. Syst., 2004, v:26, n:2, pp:301-338 [Journal]
  29. Corinna Cortes, Leonid Kontorovich, Mehryar Mohri
    Learning Languages with Rational Kernels. [Citation Graph (0, 0)][DBLP]
    COLT, 2007, pp:349-364 [Conf]
  30. Corinna Cortes, Mehryar Mohri, Ashish Rastogi
    Magnitude-preserving ranking algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:169-176 [Conf]
  31. Corinna Cortes, Mehryar Mohri
    On Transductive Regression. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:305-312 [Conf]
  32. Corinna Cortes, Mehryar Mohri, Ashish Rastogi
    An Alternative Ranking Problem for Search Engines. [Citation Graph (0, 0)][DBLP]
    WEA, 2007, pp:1-22 [Conf]

  33. Sample Selection Bias Correction Theory. [Citation Graph (, )][DBLP]


  34. Stability of transductive regression algorithms. [Citation Graph (, )][DBLP]


  35. Invited talk: Can learning kernels help performance? [Citation Graph (, )][DBLP]


  36. Two-Stage Learning Kernel Algorithms. [Citation Graph (, )][DBLP]


  37. Generalization Bounds for Learning Kernels. [Citation Graph (, )][DBLP]


  38. Learning with Weighted Transducers. [Citation Graph (, )][DBLP]


  39. Sample Selection Bias Correction Theory [Citation Graph (, )][DBLP]


  40. Stability Analysis and Learning Bounds for Transductive Regression Algorithms [Citation Graph (, )][DBLP]


  41. New Generalization Bounds for Learning Kernels [Citation Graph (, )][DBLP]


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