Saharon Rosset

2008
32	EE	Saharon Rosset: Bi-level path following for cross validated solution of kernel quantile regression. ICML 2008: 840-847
31	EE	Prem Melville, Saharon Rosset, Richard D. Lawrence: Customer targeting models using actively-selected web content. KDD 2008: 946-953
2007
30	EE	Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu: l1 Regularization in Infinite Dimensional Feature Spaces. COLT 2007: 544-558
29	EE	Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny: High-quantile modeling for customer wallet estimation and other applications. KDD 2007: 977-985
28	EE	Claudia Perlich, Saharon Rosset: Identifying Bundles of Product Options using Mutual Information Clustering. SDM 2007
27	EE	Wojciech 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
26	EE	Saharon Rosset: Efficient inference on known phylogenetic trees using Poisson regression. Bioinformatics 23(2): 142-147 (2007)
25	EE	Saharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-based evaluation of regression models. Knowl. Inf. Syst. 12(3): 331-353 (2007)
24	EE	Saharon 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
23	EE	Srujana Merugu, Saharon Rosset, Claudia Perlich: A new multi-view regression approach with an application to customer wallet estimation. KDD 2006: 656-661
22	EE	Ajay 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
21	EE	Saharon Rosset, Richard D. Lawrence: Data-Enhanced Predictive Modeling for Sales Targeting. SDM 2006
2005
20	EE	Saharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-Based Evaluation of Regression Models. ICDM 2005: 370-377
19	EE	Sofus A. Macskassy, Foster J. Provost, Saharon Rosset: ROC confidence bands: an empirical evaluation. ICML 2005: 537-544
18	EE	Saharon Rosset: Robust boosting and its relation to bagging. KDD 2005: 249-255
2004
17	EE	Saharon Rosset: Model selection via the AUC. ICML 2004
16	EE	Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie: A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS 2004
15	EE	Saharon Rosset: Following Curved Regularized Optimization Solution Paths. NIPS 2004
14	EE	Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. NIPS 2004
13	EE	Trevor 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)
12	EE	Saharon 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
11	EE	Saharon Rosset, Ji Zhu, Trevor Hastie: Boosting and support vector machines as optimal separators. DRR 2003: 1-7
10	EE	Saharon Rosset, Einat Neumann: Integrating Customer Value Considerations into Predictive Modeling. ICDM 2003: 283-290
9	EE	Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani: 1-norm Support Vector Machines. NIPS 2003
8	EE	Saharon Rosset, Ji Zhu, Trevor Hastie: Margin Maximizing Loss Functions. NIPS 2003
7	EE	Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik: Customer Lifetime Value Models for Decision Support. Data Min. Knowl. Discov. 7(3): 321-339 (2003)
2002
6	EE	Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan: Customer lifetime value modeling and its use for customer retention planning. KDD 2002: 332-340
5	EE	Saharon Rosset, Eran Segal: Boosting Density Estimation. NIPS 2002: 641-648
2001
4	EE	Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan: Evaluation of prediction models for marketing campaigns. KDD 2001: 456-461
2000
3	EE	Saharon Rosset, Aron Inger: KDD-Cup 99: Knowledge Discovery In a Charitable Organization's Donor Database. SIGKDD Explorations 1(2): 85-90 (2000)
1999
2	EE	Saharon 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

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

Colors in the list of coauthors