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Saharon Rosset: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Saharon Rosset, Einat Neumann
    Integrating Customer Value Considerations into Predictive Modeling. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:283-290 [Conf]
  2. Saharon Rosset, Claudia Perlich, Bianca Zadrozny
    Ranking-Based Evaluation of Regression Models. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:370-377 [Conf]
  3. Sofus A. Macskassy, Foster J. Provost, Saharon Rosset
    ROC confidence bands: an empirical evaluation. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:537-544 [Conf]
  4. Saharon Rosset
    Model selection via the AUC. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  5. Srujana Merugu, Saharon Rosset, Claudia Perlich
    A new multi-view regression approach with an application to customer wallet estimation. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:656-661 [Conf]
  6. Saharon Rosset
    Robust boosting and its relation to bagging. [Citation Graph (0, 0)][DBLP]
    KDD, 2005, pp:249-255 [Conf]
  7. Saharon Rosset
    Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance. [Citation Graph (0, 0)][DBLP]
    KDD, 1998, pp:324-328 [Conf]
  8. Saharon Rosset, Uzi Murad, Einat Neumann, Yizhak Idan, Gadi Pinkas
    Discovery of Fraud Rules for Telecommunications - Challenges and Solutions. [Citation Graph (0, 0)][DBLP]
    KDD, 1999, pp:409-413 [Conf]
  9. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Izhak Idan
    Evaluation of prediction models for marketing campaigns. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:456-461 [Conf]
  10. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan
    Customer lifetime value modeling and its use for customer retention planning. [Citation Graph (0, 0)][DBLP]
    KDD, 2002, pp:332-340 [Conf]
  11. Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu
    The Entire Regularization Path for the Support Vector Machine. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  12. Saharon Rosset
    Following Curved Regularized Optimization Solution Paths. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  13. Saharon Rosset, Eran Segal
    Boosting Density Estimation. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:641-648 [Conf]
  14. Saharon Rosset, Ji Zhu, Trevor Hastie
    Margin Maximizing Loss Functions. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  15. Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie
    A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  16. Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani
    1-norm Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  17. Ajay K. Royyuru, Gabriela Alexe, Daniel E. Platt, Ravi Vijaya Satya, Laxmi Parida, Saharon Rosset, Gyan Bhanot
    Inferring Common Origins from mtDNA. [Citation Graph (0, 0)][DBLP]
    RECOMB, 2006, pp:246-247 [Conf]
  18. Saharon Rosset, Richard D. Lawrence
    Data-Enhanced Predictive Modeling for Sales Targeting. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  19. Saharon Rosset
    Efficient inference on known phylogenetic trees using Poisson regression. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2007, v:23, n:2, pp:142-147 [Journal]
  20. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik
    Customer Lifetime Value Models for Decision Support. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2003, v:7, n:3, pp:321-339 [Journal]
  21. Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu
    The Entire Regularization Path for the Support Vector Machine. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1391-1415 [Journal]
  22. Saharon Rosset, Ji Zhu, Trevor Hastie
    Boosting as a Regularized Path to a Maximum Margin Classifier. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:941-973 [Journal]
  23. Saharon Rosset, Aron Inger
    KDD-Cup 99: Knowledge Discovery In a Charitable Organization's Donor Database. [Citation Graph (0, 0)][DBLP]
    SIGKDD Explorations, 2000, v:1, n:2, pp:85-90 [Journal]
  24. Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu
    l1 Regularization in Infinite Dimensional Feature Spaces. [Citation Graph (0, 0)][DBLP]
    COLT, 2007, pp:544-558 [Conf]
  25. Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny
    High-quantile modeling for customer wallet estimation and other applications. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:977-985 [Conf]
  26. Claudia Perlich, Saharon Rosset
    Identifying Bundles of Product Options using Mutual Information Clustering. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  27. Saharon Rosset, Claudia Perlich, Bianca Zadrozny
    Ranking-based evaluation of regression models. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2007, v:12, n:3, pp:331-353 [Journal]

  28. Bi-level path following for cross validated solution of kernel quantile regression. [Citation Graph (, )][DBLP]


  29. Customer targeting models using actively-selected web content. [Citation Graph (, )][DBLP]


  30. Grouped graphical Granger modeling methods for temporal causal modeling. [Citation Graph (, )][DBLP]


  31. Looking for Great Ideas: Analyzing the Innovation Jam. [Citation Graph (, )][DBLP]


  32. Boosting and support vector machines as optimal separators. [Citation Graph (, )][DBLP]


  33. Grouped graphical Granger modeling for gene expression regulatory networks discovery. [Citation Graph (, )][DBLP]


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