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Saharon Rosset

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2008
32EESaharon Rosset: Bi-level path following for cross validated solution of kernel quantile regression. ICML 2008: 840-847
31EEPrem Melville, Saharon Rosset, Richard D. Lawrence: Customer targeting models using actively-selected web content. KDD 2008: 946-953
2007
30EESaharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu: l1 Regularization in Infinite Dimensional Feature Spaces. COLT 2007: 544-558
29EEClaudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny: High-quantile modeling for customer wallet estimation and other applications. KDD 2007: 977-985
28EEClaudia Perlich, Saharon Rosset: Identifying Bundles of Product Options using Mutual Information Clustering. SDM 2007
27EEWojciech Gryc, Mary E. Helander, Richard Lawrence, Yan Liu, Claudia Perlich, Chandan Reddy, Saharon Rosset: Looking for Great Ideas: Analyzing the Innovation Jam. WebKDD/SNA-KDD 2007: 21-39
26EESaharon Rosset: Efficient inference on known phylogenetic trees using Poisson regression. Bioinformatics 23(2): 142-147 (2007)
25EESaharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-based evaluation of regression models. Knowl. Inf. Syst. 12(3): 331-353 (2007)
24EESaharon Rosset, Claudia Perlich, Yan Liu: Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report. SIGKDD Explorations 9(2): 66-69 (2007)
2006
23EESrujana Merugu, Saharon Rosset, Claudia Perlich: A new multi-view regression approach with an application to customer wallet estimation. KDD 2006: 656-661
22EEAjay K. Royyuru, Gabriela Alexe, Daniel E. Platt, Ravi Vijaya Satya, Laxmi Parida, Saharon Rosset, Gyan Bhanot: Inferring Common Origins from mtDNA. RECOMB 2006: 246-247
21EESaharon Rosset, Richard D. Lawrence: Data-Enhanced Predictive Modeling for Sales Targeting. SDM 2006
2005
20EESaharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-Based Evaluation of Regression Models. ICDM 2005: 370-377
19EESofus A. Macskassy, Foster J. Provost, Saharon Rosset: ROC confidence bands: an empirical evaluation. ICML 2005: 537-544
18EESaharon Rosset: Robust boosting and its relation to bagging. KDD 2005: 249-255
2004
17EESaharon Rosset: Model selection via the AUC. ICML 2004
16EESaharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie: A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS 2004
15EESaharon Rosset: Following Curved Regularized Optimization Solution Paths. NIPS 2004
14EETrevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. NIPS 2004
13EETrevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. Journal of Machine Learning Research 5: 1391-1415 (2004)
12EESaharon Rosset, Ji Zhu, Trevor Hastie: Boosting as a Regularized Path to a Maximum Margin Classifier. Journal of Machine Learning Research 5: 941-973 (2004)
2003
11EESaharon Rosset, Ji Zhu, Trevor Hastie: Boosting and support vector machines as optimal separators. DRR 2003: 1-7
10EESaharon Rosset, Einat Neumann: Integrating Customer Value Considerations into Predictive Modeling. ICDM 2003: 283-290
9EEJi Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani: 1-norm Support Vector Machines. NIPS 2003
8EESaharon Rosset, Ji Zhu, Trevor Hastie: Margin Maximizing Loss Functions. NIPS 2003
7EESaharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik: Customer Lifetime Value Models for Decision Support. Data Min. Knowl. Discov. 7(3): 321-339 (2003)
2002
6EESaharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan: Customer lifetime value modeling and its use for customer retention planning. KDD 2002: 332-340
5EESaharon Rosset, Eran Segal: Boosting Density Estimation. NIPS 2002: 641-648
2001
4EESaharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan: Evaluation of prediction models for marketing campaigns. KDD 2001: 456-461
2000
3EESaharon Rosset, Aron Inger: KDD-Cup 99: Knowledge Discovery In a Charitable Organization's Donor Database. SIGKDD Explorations 1(2): 85-90 (2000)
1999
2EESaharon Rosset, Uzi Murad, Einat Neumann, Yizhak Idan, Gadi Pinkas: Discovery of Fraud Rules for Telecommunications - Challenges and Solutions. KDD 1999: 409-413
1998
1 Saharon Rosset: Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance. KDD 1998: 324-328

Coauthor Index

1Gabriela Alexe [22]
2Gyan Bhanot [22]
3Uri Eick [4] [6] [7]
4Wojciech Gryc [27]
5Trevor Hastie [8] [9] [11] [12] [13] [14] [16]
6Mary E. Helander [27]
7Yizhak Idan [2] [4] [6]
8Aron Inger [3]
9Richard Lawrence [27]
10Richard D. Lawrence [21] [29] [31]
11Yan Liu (Yan (Jenny) Liu) [24] [27]
12Sofus A. Macskassy [19]
13Prem Melville [31]
14Srujana Merugu [23]
15Uzi Murad [2]
16Einat Neumann [2] [4] [6] [7] [10]
17Laxmi Parida [22]
18Claudia Perlich [20] [23] [24] [25] [27] [28] [29]
19Gadi Pinkas [2]
20Daniel E. Platt [22]
21Foster J. Provost [19]
22Chandan Reddy [27]
23Ajay K. Royyuru [22]
24Ravi Vijaya Satya [22]
25Eran Segal [5]
26Nathan Srebro [30]
27Grzegorz Swirszcz [30]
28Robert Tibshirani [9] [13] [14]
29Nurit Vatnik [4] [6] [7]
30Bianca Zadrozny [20] [25] [29]
31Ji Zhu [8] [9] [11] [12] [13] [14] [16] [30]
32Hui Zou [16]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)