| 2025 | AISTATS | Cross Validation for Correlated Data in Classification Models. | Yuval Oren, Saharon Rosset |
| 2025 | AISTATS | Flexible Copula-Based Mixed Models in Deep Learning: A Scalable Approach to Arbitrary Marginals. | Giora Simchoni, Saharon Rosset |
| 2025 | ICML | Improving Multi-Class Calibration through Normalization-Aware Isotonic Techniques. | Alon Arad, Saharon Rosset |
| 2018 | RECOMB | Tensor Composition Analysis Detects Cell-Type Specific Associations in Epigenetic Studies. | Elior Rahmani, Regev Schweiger, Saharon Rosset, Sriram Sankararaman, Eran Halperin |
| 2017 | RECOMB | Using Stochastic Approximation Techniques to Efficiently Construct Confidence Intervals for Heritability. | Regev Schweiger, Eyal Fisher, Elior Rahmani, Liat Shenhav, Saharon Rosset, Eran Halperin |
| 2016 | DCC | A Simple and Efficient Approach for Adaptive Entropy Coding over Large Alphabets. | Amichai Painsky, Saharon Rosset, Meir Feder |
| 2016 | ICDM | Compressing Random Forests. | Amichai Painsky, Saharon Rosset |
| 2015 | DCC | Universal Compression of Memoryless Sources over Large Alphabets via Independent Component Analysis. | Amichai Painsky, Saharon Rosset, Meir Feder |
| 2014 | ISIT | Generalized binary independent component analysis. | Amichai Painsky, Saharon Rosset, Meir Feder |
| 2013 | ISIT | Memoryless representation of Markov processes. | Amichai Painsky, Saharon Rosset, Meir Feder |
| 2012 | ICDM | Exclusive Row Biclustering for Gene Expression Using a Combinatorial Auction Approach. | Amichai Painsky, Saharon Rosset |
| 2012 | RECOMB | lobSTR: A Short Tandem Repeat Profiler for Personal Genomes. | Melissa Gymrek, David Golan, Saharon Rosset, Yaniv Erlich |
| 2011 | ICDM | A/B Testing at SweetIM: The Importance of Proper Statistical Analysis. | Slava Borodovsky, Saharon Rosset |
| 2011 | KDD | Leakage in data mining: formulation, detection, and avoidance. | Shachar Kaufman, Saharon Rosset, Claudia Perlich |
| 2009 | KDD | Grouped graphical Granger modeling methods for temporal causal modeling. | Aurlie C. Lozano, Naoki Abe, Yan Liu, Saharon Rosset |
| 2008 | ICML | Bi-level path following for cross validated solution of kernel quantile regression. | Saharon Rosset |
| 2008 | KDD | Customer targeting models using actively-selected web content. | Prem Melville, Saharon Rosset, Richard D. Lawrence |
| 2007 | COLT | Untitled record | Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu |
| 2007 | KDD | Looking for Great Ideas: Analyzing the Innovation Jam. | Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu, Claudia Perlich, Chandan K. Reddy, Saharon Rosset |
| 2007 | KDD | High-quantile modeling for customer wallet estimation and other applications. | Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny |
| 2007 | SDM | Identifying Bundles of Product Options using Mutual Information Clustering. | Claudia Perlich, Saharon Rosset |
| 2006 | KDD | A new multi-view regression approach with an application to customer wallet estimation. | Srujana Merugu, Saharon Rosset, Claudia Perlich |
| 2006 | RECOMB | Inferring Common Origins from mtDNA. | Ajay K. Royyuru, Gabriela Alexe, Daniel E. Platt, Ravi Vijaya Satya, Laxmi Parida, Saharon Rosset, Gyan Bhanot |
| 2006 | SDM | Data-Enhanced Predictive Modeling for Sales Targeting. | Saharon Rosset, Richard D. Lawrence |
| 2005 | ICDM | Ranking-Based Evaluation of Regression Models. | Saharon Rosset, Claudia Perlich, Bianca Zadrozny |
| 2005 | ICML | ROC confidence bands: an empirical evaluation. | Sofus A. Macskassy, Foster J. Provost, Saharon Rosset |
| 2005 | KDD | Robust boosting and its relation to bagging. | Saharon Rosset |
| 2004 | ICML | Model selection via the AUC. | Saharon Rosset |
| 2003 | ICDM | Integrating Customer Value Considerations into Predictive Modeling. | Saharon Rosset, Einat Neumann |
| 2002 | KDD | Customer lifetime value modeling and its use for customer retention planning. | Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan |
| 2001 | KDD | Evaluation of prediction models for marketing campaigns. | Saharon Rosset, Einat Neumann, Uri Eick, Nurit Vatnik, Yizhak Idan |
| 1999 | KDD | Discovery of Fraud Rules for Telecommunications - Challenges and Solutions. | Saharon Rosset, Uzi Murad, Einat Neumann, Yizhak Idan, Gadi Pinkas |
| 1998 | KDD | Ranking - Methods for Flexible Evaluation and Efficient Comparison of Classification Performance. | Saharon Rosset |