Saharon Rosset

	2009
35		Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset: Grouped graphical Granger modeling methods for temporal causal modeling. KDD 2009: 577-586
34		Aurelie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset: Grouped graphical Granger modeling for gene expression regulatory networks discovery. Bioinformatics 25(12): (2009)
	2008
33		Saharon Rosset: Bi-level path following for cross validated solution of kernel quantile regression. ICML 2008: 840-847
32		Prem Melville, Saharon Rosset, Richard D. Lawrence: Customer targeting models using actively-selected web content. KDD 2008: 946-953
31		Claudia Perlich, Prem Melville, Yan Liu, Grzegorz Swirszcz, Richard D. Lawrence, Saharon Rosset: Breast cancer identification: KDD CUP winner's report. SIGKDD Explorations 10(2): 39-42 (2008)
	2007
30		Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu: l1 Regularization in Infinite Dimensional Feature Spaces. COLT 2007: 544-558
29		Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny: High-quantile modeling for customer wallet estimation and other applications. KDD 2007: 977-985
28		Claudia Perlich, Saharon Rosset: Identifying Bundles of Product Options using Mutual Information Clustering. SDM 2007
27		Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu, Claudia Perlich, Chandan Reddy, Saharon Rosset: Looking for Great Ideas: Analyzing the Innovation Jam. WebKDD/SNA-KDD 2007: 21-39
26		Saharon Rosset: Efficient inference on known phylogenetic trees using Poisson regression. Bioinformatics 23(2): 142-147 (2007)
25		Saharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-based evaluation of regression models. Knowl. Inf. Syst. 12(3): 331-353 (2007)
24		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		Srujana Merugu, Saharon Rosset, Claudia Perlich: A new multi-view regression approach with an application to customer wallet estimation. KDD 2006: 656-661
22		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		Saharon Rosset, Richard D. Lawrence: Data-Enhanced Predictive Modeling for Sales Targeting. SDM 2006
	2005
20		Saharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-Based Evaluation of Regression Models. ICDM 2005: 370-377
19		Sofus A. Macskassy, Foster J. Provost, Saharon Rosset: ROC confidence bands: an empirical evaluation. ICML 2005: 537-544
18		Saharon Rosset: Robust boosting and its relation to bagging. KDD 2005: 249-255
	2004
17		Saharon Rosset: Model selection via the AUC. ICML 2004
16		Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie: A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS 2004
15		Saharon Rosset: Following Curved Regularized Optimization Solution Paths. NIPS 2004
14		Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. NIPS 2004
13		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		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		Saharon Rosset, Ji Zhu, Trevor Hastie: Boosting and support vector machines as optimal separators. DRR 2003: 1-7
10		Saharon Rosset, Einat Neumann: Integrating Customer Value Considerations into Predictive Modeling. ICDM 2003: 283-290
9		Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani: 1-norm Support Vector Machines. NIPS 2003
8		Saharon Rosset, Ji Zhu, Trevor Hastie: Margin Maximizing Loss Functions. NIPS 2003
7		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		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		Saharon Rosset, Eran Segal: Boosting Density Estimation. NIPS 2002: 641-648
	2001
4		Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan: Evaluation of prediction models for marketing campaigns. KDD 2001: 456-461
	2000
3		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		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	Naoki Abe	[34] [35]
2	Gabriela Alexe	[22]
3	Gyan Bhanot	[22]
4	Uri Eick	[4] [6] [7]
5	Wojciech Gryc	[27]
6	Trevor Hastie	[8] [9] [11] [12] [13] [14] [16]
7	Mary E. Helander	[27]
8	Yizhak Idan	[2] [4] [6]
9	Aron Inger	[3]
10	Richard D. Lawrence	[21] [27] [29] [31] [32]
11	Yan Liu (Yan (Jenny) Liu)	[24] [27] [31] [34] [35]
12	Aurelie C. Lozano	[34] [35]
13	Sofus A. Macskassy	[19]
14	Prem Melville	[31] [32]
15	Srujana Merugu	[23]
16	Uzi Murad	[2]
17	Einat Neumann	[2] [4] [6] [7] [10]
18	Laxmi Parida	[22]
19	Claudia Perlich	[20] [23] [24] [25] [27] [28] [29] [31]
20	Gadi Pinkas	[2]
21	Daniel E. Platt	[22]
22	Foster J. Provost	[19]
23	Chandan Reddy	[27]
24	Ajay K. Royyuru	[22]
25	Ravi Vijaya Satya	[22]
26	Eran Segal	[5]
27	Nathan Srebro	[30]
28	Grzegorz Swirszcz	[30] [31]
29	Robert Tibshirani	[9] [13] [14]
30	Nurit Vatnik	[4] [6] [7]
31	Bianca Zadrozny	[20] [25] [29]
32	Ji Zhu	[8] [9] [11] [12] [13] [14] [16] [30]
33	Hui Zou	[16]

Colors in the list of coauthors