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Kristin P. Bennett: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Kristin P. Bennett, Usama M. Fayyad, Dan Geiger
    Density-Based Indexing for Approximate Nearest-Neighbor Queries. [Citation Graph (1, 0)][DBLP]
    KDD, 1999, pp:233-243 [Conf]
  2. Michinari Momma, Kristin P. Bennett
    Sparse Kernel Partial Least Squares Regression. [Citation Graph (0, 0)][DBLP]
    COLT, 2003, pp:216-230 [Conf]
  3. Kristin P. Bennett, Michael C. Ferris, Yannis E. Ioannidis
    A Genetic Algorithm for Database Query Optimization. [Citation Graph (0, 0)][DBLP]
    ICGA, 1991, pp:400-407 [Conf]
  4. Kristin P. Bennett, Ayhan Demiriz, John Shawe-Taylor
    A Column Generation Algorithm For Boosting. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:65-72 [Conf]
  5. Kristin P. Bennett, Erin J. Bredensteiner
    Duality and Geometry in SVM Classifiers. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:57-64 [Conf]
  6. Jinbo Bi, Kristin P. Bennett
    Regression Error Characteristic Curves. [Citation Graph (0, 0)][DBLP]
    ICML, 2003, pp:43-50 [Conf]
  7. Donghui Wu, Kristin P. Bennett, Nello Cristianini, John Shawe-Taylor
    Large Margin Trees for Induction and Transduction. [Citation Graph (0, 0)][DBLP]
    ICML, 1999, pp:474-483 [Conf]
  8. Zhiwei Zhu, Qiang Ji, Kristin P. Bennett
    Nonlinear Eye Gaze Mapping Function Estimation via Support Vector Regression. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2006, pp:1132-1135 [Conf]
  9. Kristin P. Bennett, Ayhan Demiriz, Richard Maclin
    Exploiting unlabeled data in ensemble methods. [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:289-296 [Conf]
  10. Kristin P. Bennett, Michinari Momma, Mark J. Embrechts
    MARK: a boosting algorithm for heterogeneous kernel models. [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:24-31 [Conf]
  11. Jinbo Bi, Tong Zhang, Kristin P. Bennett
    Column-generation boosting methods for mixture of kernels. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:521-526 [Conf]
  12. Kristin P. Bennett, Ayhan Demiriz
    Semi-Supervised Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:368-374 [Conf]
  13. Colin Campbell, Kristin P. Bennett
    A Linear Programming Approach to Novelty Detection. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:395-401 [Conf]
  14. Michinari Momma, Kristin P. Bennett
    A Pattern Search Method for Model Selection of Support Vector Regression. [Citation Graph (0, 0)][DBLP]
    SDM, 2002, pp:- [Conf]
  15. Jinbo Bi, Kristin P. Bennett
    A geometric approach to support vector regression. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2003, v:55, n:1-2, pp:79-108 [Journal]
  16. Kristin P. Bennett, Erin J. Bredensteiner
    A Parametric Optimization Method for Machine Learning. [Citation Graph (0, 0)][DBLP]
    INFORMS Journal on Computing, 1997, v:9, n:3, pp:311-318 [Journal]
  17. Minghu Song, Curt M. Breneman, Jinbo Bi, Nagamani Sukumar, Kristin P. Bennett, Steven M. Cramer, Nihal Tugcu
    Prediction of Protein Retention Times in Anion-Exchange Chromatography Systems Using Support Vector Regression. [Citation Graph (0, 0)][DBLP]
    Journal of Chemical Information and Computer Sciences, 2002, v:42, n:6, pp:1347-1357 [Journal]
  18. Jinbo Bi, Kristin P. Bennett, Mark J. Embrechts, Curt M. Breneman, Minghu Song
    Dimensionality Reduction via Sparse Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:3, n:, pp:1229-1243 [Journal]
  19. Kristin P. Bennett, Emilio Parrado-Hernández
    The Interplay of Optimization and Machine Learning Research. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:1265-1281 [Journal]
  20. Kristin P. Bennett, Nello Cristianini, John Shawe-Taylor, Donghui Wu
    Enlarging the Margins in Perceptron Decision Trees. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2000, v:41, n:3, pp:295-313 [Journal]
  21. Ayhan Demiriz, Kristin P. Bennett, John Shawe-Taylor
    Linear Programming Boosting via Column Generation. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:46, n:1-3, pp:225-254 [Journal]
  22. Gunnar Rätsch, Ayhan Demiriz, Kristin P. Bennett
    Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:48, n:1-3, pp:189-218 [Journal]
  23. Kristin P. Bennett, Colin Campbell
    Support Vector Machines: Hype or Hallelujah? [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:2, n:2, pp:1-13 [Journal]

  24. Nonsmooth Bilevel Programming for Hyperparameter Selection. [Citation Graph (, )][DBLP]


  25. Multiple instance ranking. [Citation Graph (, )][DBLP]


  26. Decision-tree learning in dwell point policies in autonomous vehicle storage and retrieval systems (AVSRS). [Citation Graph (, )][DBLP]


  27. Model Selection via Bilevel Optimization. [Citation Graph (, )][DBLP]


  28. Online Knowledge-Based Support Vector Machines. [Citation Graph (, )][DBLP]


  29. Determination of Major Lineages of Mycobacterium tuberculosis Complex Using Mycobacterial Interspersed Repetitive Units. [Citation Graph (, )][DBLP]


  30. Bilevel Optimization and Machine Learning. [Citation Graph (, )][DBLP]


  31. A conformal Bayesian network for classification of Mycobacterium tuberculosis complex lineages. [Citation Graph (, )][DBLP]


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