Search results for "Saharon Rosset"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Giles Hooker, Saharon Rosset	Prediction-based regularization using data augmented regression.	Statistics and Computing	2012	DBLP DOI BibTeX RDF
1	Melissa Gymrek, David Golan, Saharon Rosset, Yaniv Erlich	lobSTR: A Short Tandem Repeat Profiler for Personal Genomes.	RECOMB	2012	DBLP DOI BibTeX RDF
1	David Golan, Saharon Rosset	Accurate estimation of heritability in genome wide studies using random effects models.	Bioinformatics [ISMB/ECCB]	2011	DBLP DOI BibTeX RDF
1	Ronny Luss, Saharon Rosset, Moni Shahar	Isotonic Recursive Partitioning	CoRR	2011	DBLP BibTeX RDF
1	Ehud Aharoni, Hani Neuvirth, Saharon Rosset	The Quality Preserving Database: A Computational Framework for Encouraging Collaboration, Enhancing Power and Controlling False Discovery.	IEEE/ACM Trans. Comput. Biology Bioinform.	2011	DBLP DOI BibTeX RDF
1	Slava Borodovsky, Saharon Rosset	A/B Testing at SweetIM: The Importance of Proper Statistical Analysis.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Shachar Kaufman, Saharon Rosset, Claudia Perlich	Leakage in data mining: formulation, detection, and avoidance.	KDD	2011	DBLP DOI BibTeX RDF
1	Rick Lawrence, Claudia Perlich, Saharon Rosset, Ildar Khabibrakhmanov, Shilpa Mahatma, Sholom M. Weiss, Matthew Callahan, Matt Collins, Alexey Ershov, Shiva Kumar	Operations Research Improves Sales Force Productivity at IBM.	Interfaces	2010	DBLP DOI BibTeX RDF
1	Osnat Ravid-Amir, Saharon Rosset	Maximum likelihood estimation of locus-specific mutation rates in Y-chromosome short tandem repeats.	Bioinformatics	2010	DBLP DOI BibTeX RDF
1	Saharon Rosset, Claudia Perlich, Grzegorz Swirszcz, Prem Melville, Yan Liu 0002	Medical data mining: insights from winning two competitions.	Data Min. Knowl. Discov.	2010	DBLP DOI BibTeX RDF
1	Ronny Luss, Saharon Rosset, Moni Shahar	Decomposing Isotonic Regression for Efficiently Solving Large Problems.	NIPS	2010	DBLP BibTeX RDF
1	Aurelie C. Lozano, Naoki Abe, Yan Liu 0002, Saharon Rosset	Grouped graphical Granger modeling for gene expression regulatory networks discovery.	Bioinformatics	2009	DBLP DOI BibTeX RDF
1	Saharon Rosset	Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression.	Journal of Machine Learning Research	2009	DBLP DOI BibTeX RDF
1	Claudia Perlich, Saharon Rosset, Bianca Zadrozny	Modeling Quantiles.	Encyclopedia of Data Warehousing and Mining	2009	DBLP BibTeX RDF
1	Aurelie C. Lozano, Naoki Abe, Yan Liu 0002, Saharon Rosset	Grouped graphical Granger modeling methods for temporal causal modeling.	KDD	2009	DBLP DOI BibTeX RDF	temporal causal modeling, variable group selection, boosting, graphical modeling, Granger causality
1	Claudia Perlich, Prem Melville, Yan Liu 0002, Grzegorz Swirszcz, Richard D. Lawrence, Saharon Rosset	Breast cancer identification: KDD CUP winner's report.	SIGKDD Explorations	2008	DBLP DOI BibTeX RDF
1	Saharon Rosset	Bi-level path following for cross validated solution of kernel quantile regression.	ICML	2008	DBLP DOI BibTeX RDF
1	Prem Melville, Saharon Rosset, Richard D. Lawrence	Customer targeting models using actively-selected web content.	KDD	2008	DBLP DOI BibTeX RDF	active feature-value acquisition, web mining, active learning, text categorization
1	Saharon Rosset	Efficient inference on known phylogenetic trees using Poisson regression.	Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Saharon Rosset, Claudia Perlich, Bianca Zadrozny	Ranking-based evaluation of regression models.	Knowl. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Evaluation robustness, Regression, Performance visualization, Ranking correlation, Model evaluation
1	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	Analytics-driven solutions for customer targeting and sales-force allocation.	IBM Systems Journal	2007	DBLP DOI BibTeX RDF
1	Saharon Rosset, Claudia Perlich, Yan Liu 0002	Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report.	SIGKDD Explorations	2007	DBLP DOI BibTeX RDF
1	Claudia Perlich, Saharon Rosset	Identifying Bundles of Product Options using Mutual Information Clustering.	SDM	2007	DBLP BibTeX RDF
1	Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu	l1 Regularization in Infinite Dimensional Feature Spaces.	COLT	2007	DBLP DOI BibTeX RDF
1	Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny	High-quantile modeling for customer wallet estimation and other applications.	KDD	2007	DBLP DOI BibTeX RDF	customer wallet estimation, quantile estimation, data mining
1	Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu 0002, Claudia Perlich, Chandan Reddy, Saharon Rosset	Looking for Great Ideas: Analyzing the Innovation Jam.	WebKDD/SNA-KDD	2007	DBLP DOI BibTeX RDF
1	Saharon Rosset, Richard D. Lawrence	Data-Enhanced Predictive Modeling for Sales Targeting.	SDM	2006	DBLP BibTeX RDF
1	Ajay K. Royyuru, Gabriela Alexe, Daniel E. Platt, Ravi Vijaya Satya, Laxmi Parida, Saharon Rosset, Gyan Bhanot	Inferring Common Origins from mtDNA.	RECOMB	2006	DBLP DOI BibTeX RDF
1	Srujana Merugu, Saharon Rosset, Claudia Perlich	A new multi-view regression approach with an application to customer wallet estimation.	KDD	2006	DBLP DOI BibTeX RDF	multi-view learning, bayesian networks, regression
1	Saharon Rosset, Claudia Perlich, Bianca Zadrozny	Ranking-Based Evaluation of Regression Models.	ICDM	2005	DBLP DOI BibTeX RDF
1	Sofus A. Macskassy, Foster J. Provost, Saharon Rosset	ROC confidence bands: an empirical evaluation.	ICML	2005	DBLP DOI BibTeX RDF
1	Saharon Rosset	Robust boosting and its relation to bagging.	KDD	2005	DBLP DOI BibTeX RDF	robust fitting, boosting, bagging
1	Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu	The Entire Regularization Path for the Support Vector Machine.	Journal of Machine Learning Research	2004	DBLP BibTeX RDF
1	Saharon Rosset, Ji Zhu, Trevor Hastie	Boosting as a Regularized Path to a Maximum Margin Classifier.	Journal of Machine Learning Research	2004	DBLP BibTeX RDF
1	Saharon Rosset	Model selection via the AUC.	ICML	2004	DBLP DOI BibTeX RDF
1	Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu	The Entire Regularization Path for the Support Vector Machine.	NIPS	2004	DBLP BibTeX RDF
1	Saharon Rosset	Following Curved Regularized Optimization Solution Paths.	NIPS	2004	DBLP BibTeX RDF
1	Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie	A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning.	NIPS	2004	DBLP BibTeX RDF
1	Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik	Customer Lifetime Value Models for Decision Support.	Data Min. Knowl. Discov.	2003	DBLP DOI BibTeX RDF	lifetime value, length of service, churn modeling, retention
1	Saharon Rosset, Einat Neumann	Integrating Customer Value Considerations into Predictive Modeling.	ICDM	2003	DBLP DOI BibTeX RDF
1	Saharon Rosset, Ji Zhu, Trevor Hastie	Boosting and support vector machines as optimal separators.	DRR	2003	DBLP BibTeX RDF
1	Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani	1-norm Support Vector Machines.	NIPS	2003	DBLP BibTeX RDF
1	Saharon Rosset, Ji Zhu, Trevor Hastie	Margin Maximizing Loss Functions.	NIPS	2003	DBLP BibTeX RDF
1	Saharon Rosset, Eran Segal	Boosting Density Estimation.	NIPS	2002	DBLP BibTeX RDF
1	Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan	Customer lifetime value modeling and its use for customer retention planning.	KDD	2002	DBLP DOI BibTeX RDF	churn modeling, incentive allocation, length of service, lifetime value, retention campaign
1	Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan	Evaluation of prediction models for marketing campaigns.	KDD	2001	DBLP DOI BibTeX RDF	Marketing Campaigns, Performance Measures, Confidence Intervals, Model Evaluation
1	Saharon Rosset, Aron Inger	KDD-Cup 99: Knowledge Discovery In a Charitable Organization's Donor Database.	SIGKDD Explorations	2000	DBLP DOI BibTeX RDF
1	Saharon Rosset, Uzi Murad, Einat Neumann, Yizhak Idan, Gadi Pinkas	Discovery of Fraud Rules for Telecommunications - Challenges and Solutions.	KDD	1999	DBLP DOI BibTeX RDF	telecommunications, rule discovery, fraud
1	Saharon Rosset	Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance.	KDD	1998	DBLP BibTeX RDF

Publications of "Saharon Rosset" ( http://dblp.L3S.de/Authors/Saharon_Rosset )