| 2012 |
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| 47 | Prediction-based regularization using data augmented regression. Giles Hooker, Saharon Rosset. Statistics and Computing (22): 237-249 (2012). Web SearchBibTeXDownload |
| 2011 |
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| 46 | Accurate estimation of heritability in genome wide studies using random effects models. David Golan, Saharon Rosset. Bioinformatics [ISMB/ECCB] (27): 317-323 (2011). Web SearchBibTeXDownload |
| 45 | Isotonic Recursive Partitioning. Ronny Luss, Saharon Rosset, Moni Shahar. CoRR (abs/1102.5496) (2011). Web SearchBibTeXDownload |
| 44 | A/B Testing at SweetIM: The Importance of Proper Statistical Analysis. Slava Borodovsky, Saharon Rosset. ICDM Workshops 2011, 733-740. Web SearchBibTeXDownload |
| 43 | The Quality Preserving Database: A Computational Framework for Encouraging Collaboration, Enhancing Power and Controlling False Discovery. Ehud Aharoni, Hani Neuvirth, Saharon Rosset. IEEE/ACM Trans. Comput. Biology Bioinform. (8): 1431-1437 (2011). Web SearchBibTeXDownload |
| 42 | Leakage in data mining: formulation, detection, and avoidance. Shachar Kaufman, Saharon Rosset, Claudia Perlich. KDD 2011, 556-563. Web SearchBibTeXDownload |
| 2010 |
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| 41 | Maximum likelihood estimation of locus-specific mutation rates in Y-chromosome short tandem repeats. Osnat Ravid-Amir, Saharon Rosset. Bioinformatics (26) (2010). Web SearchBibTeXDownload |
| 40 | Medical data mining: insights from winning two competitions. Saharon Rosset, Claudia Perlich, Grzegorz Swirszcz, Prem Melville, Yan Liu. Data Min. Knowl. Discov. (20): 439-468 (2010). Web SearchBibTeXDownload |
| 39 | Operations Research Improves Sales Force Productivity at IBM. Rick Lawrence, Claudia Perlich, Saharon Rosset, Ildar Khabibrakhmanov, Shilpa Mahatma, Sholom Weiss, Matt Callahan, Matt Collins, Alexey Ershov, Shiva Kumar. Interfaces (40): 33-46 (2010). Web SearchBibTeXDownload |
| 38 | Decomposing Isotonic Regression for Efficiently Solving Large Problems. Ronny Luss, Saharon Rosset, Moni Shahar. NIPS 2010, 1513-1521. Web SearchBibTeXDownload |
| 2009 |
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| 37 | Grouped graphical Granger modeling for gene expression regulatory networks discovery. Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset. Bioinformatics (25) (2009). Web SearchBibTeXDownload |
| 36 | Modeling Quantiles. Claudia Perlich, Saharon Rosset, Bianca Zadrozny. Encyclopedia of Data Warehousing and Mining 2009, 1324-1329. Web SearchBibTeXDownload |
| 35 | Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression. Saharon Rosset. Journal of Machine Learning Research (10): 2473-2505 (2009). Web SearchBibTeXDownload |
| 34 | Grouped graphical Granger modeling methods for temporal causal modeling. Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset. KDD 2009, 577-586. Web SearchBibTeXDownload |
| 2008 |
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| 33 | Bi-level path following for cross validated solution of kernel quantile regression. Saharon Rosset. ICML 2008, 840-847. Web SearchBibTeXDownload |
| 32 | Customer targeting models using actively-selected web content. Prem Melville, Saharon Rosset, Richard D. Lawrence. KDD 2008, 946-953. Web SearchBibTeXDownload |
| 31 | Breast cancer identification: KDD CUP winner's report. Claudia Perlich, Prem Melville, Yan Liu, Grzegorz Swirszcz, Richard D. Lawrence, Saharon Rosset. SIGKDD Explorations (10): 39-42 (2008). Web SearchBibTeXDownload |
| 2007 |
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| 30 | Efficient inference on known phylogenetic trees using Poisson regression. Saharon Rosset. Bioinformatics (23): 142-147 (2007). Web SearchBibTeXDownload |
| 29 | l1 Regularization in Infinite Dimensional Feature Spaces. Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu. COLT 2007, 544-558. Web SearchBibTeXDownload |
| 28 | Analytics-driven solutions for customer targeting and sales-force allocation. Richard D. Lawrence, Claudia Perlich, Saharon Rosset, Jorge Arroyo, Matthew Callahan, J. Matthew Collins, Alexey Ershov, Sheri Feinzig, Ildar Khabibrakhmanov, Shilpa Mahatma, Mark Niemaszyk, Sholom M. Weiss. IBM Systems Journal (46): 797-816 (2007). Web SearchBibTeXDownload |
| 27 | High-quantile modeling for customer wallet estimation and other applications. Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny. KDD 2007, 977-985. Web SearchBibTeXDownload |
| 26 | Ranking-based evaluation of regression models. Saharon Rosset, Claudia Perlich, Bianca Zadrozny. Knowl. Inf. Syst. (12): 331-353 (2007). Web SearchBibTeXDownload |
| 25 | Identifying Bundles of Product Options using Mutual Information Clustering. Claudia Perlich, Saharon Rosset. SDM 2007. Web SearchBibTeXDownload |
| 24 | Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report. Saharon Rosset, Claudia Perlich, Yan Liu. SIGKDD Explorations (9): 66-69 (2007). Web SearchBibTeXDownload |
| 23 | Looking for Great Ideas: Analyzing the Innovation Jam. Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu, Claudia Perlich, Chandan Reddy, Saharon Rosset. WebKDD/SNA-KDD 2007, 21-39. Web SearchBibTeXDownload |
| 2006 |
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| 22 | A new multi-view regression approach with an application to customer wallet estimation. Srujana Merugu, Saharon Rosset, Claudia Perlich. KDD 2006, 656-661. Web SearchBibTeXDownload |
| 21 | Inferring Common Origins from mtDNA. Ajay K. Royyuru, Gabriela Alexe, Daniel E. Platt, Ravi Vijaya Satya, Laxmi Parida, Saharon Rosset, Gyan Bhanot. RECOMB 2006, 246-247. Web SearchBibTeXDownload |
| 20 | Data-Enhanced Predictive Modeling for Sales Targeting. Saharon Rosset, Richard D. Lawrence. SDM 2006. Web SearchBibTeXDownload |
| 2005 |
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| 19 | Ranking-Based Evaluation of Regression Models. Saharon Rosset, Claudia Perlich, Bianca Zadrozny. ICDM 2005, 370-377. Web SearchBibTeXDownload |
| 18 | ROC confidence bands: an empirical evaluation. Sofus A. Macskassy, Foster J. Provost, Saharon Rosset. ICML 2005, 537-544. Web SearchBibTeXDownload |
| 17 | Robust boosting and its relation to bagging. Saharon Rosset. KDD 2005, 249-255. Web SearchBibTeXDownload |
| 2004 |
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| 16 | Model selection via the AUC. Saharon Rosset. ICML 2004. Web SearchBibTeXDownload |
| 15 | Boosting as a Regularized Path to a Maximum Margin Classifier. Saharon Rosset, Ji Zhu, Trevor Hastie. Journal of Machine Learning Research (5): 941-973 (2004). Web SearchBibTeXDownload |
| 14 | A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie. NIPS 2004. Web SearchBibTeXDownload |
| 13 | Following Curved Regularized Optimization Solution Paths. Saharon Rosset. NIPS 2004. Web SearchBibTeXDownload |
| 12 | The Entire Regularization Path for the Support Vector Machine. Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu. NIPS 2004. Web SearchBibTeXDownload |
| 2003 |
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| 11 | Customer Lifetime Value Models for Decision Support. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik. Data Min. Knowl. Discov. (7): 321-339 (2003). Web SearchBibTeXDownload |
| 10 | Boosting and support vector machines as optimal separators. Saharon Rosset, Ji Zhu, Trevor Hastie. DRR 2003, 1-7. Web SearchBibTeXDownload |
| 9 | Integrating Customer Value Considerations into Predictive Modeling. Saharon Rosset, Einat Neumann. ICDM 2003, 283-290. Web SearchBibTeXDownload |
| 8 | 1-norm Support Vector Machines. Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani. NIPS 2003. Web SearchBibTeXDownload |
| 7 | Margin Maximizing Loss Functions. Saharon Rosset, Ji Zhu, Trevor Hastie. NIPS 2003. Web SearchBibTeXDownload |
| 2002 |
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| 6 | Customer lifetime value modeling and its use for customer retention planning. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan. KDD 2002, 332-340. Web SearchBibTeXDownload |
| 5 | Boosting Density Estimation. Saharon Rosset, Eran Segal. NIPS 2002, 641-648. Web SearchBibTeXDownload |
| 2001 |
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| 4 | Evaluation of prediction models for marketing campaigns. Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan. KDD 2001, 456-461. Web SearchBibTeXDownload |
| 2000 |
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| 3 | KDD-Cup 99: Knowledge Discovery In a Charitable Organization's Donor Database. Saharon Rosset, Aron Inger. SIGKDD Explorations (1): 85-90 (2000). Web SearchBibTeXDownload |
| 1999 |
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| 2 | Discovery of Fraud Rules for Telecommunications - Challenges and Solutions. Saharon Rosset, Uzi Murad, Einat Neumann, Yizhak Idan, Gadi Pinkas. KDD 1999, 409-413. Web SearchBibTeXDownload |
| 1998 |
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| 1 | Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance. Saharon Rosset. KDD 1998, 324-328. Web SearchBibTeX |
