Saharon Rosset

S. Rosset, C. Langefeld, K. Skorecki, 2018, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

Piecewise linear regularized solution paths

S. Rosset, Ji Zhu, Saharon Rosset, 2007, 0708.2197.

1-norm Support Vector Machines

Robert Tibshirani, Ji Zhu, Trevor J. Hastie, 2003, NIPS.

l1 Regularization in Infinite Dimensional Feature Spaces

Ji Zhu, Nathan Srebro, Saharon Rosset, 2007, COLT.

` 1 Regularization in Infinite Dimensional Feature Spaces

Nathan Srebro, S. Rosset, Ji Zhu, 2007 .

Sparsity and smoothness via the fused lasso

R. Tibshirani, K. Knight, S. Rosset, 2005 .

Mixed Semi-Supervised Generalized-Linear-Regression with applications to Deep learning

S. Rosset, Yuval Oren, Saharon Rosset, 2023, ArXiv.

Surprises in High-Dimensional Ridgeless Least Squares Interpolation pdf

Andrea Montanari, Trevor J. Hastie, Saharon Rosset, 2019, Annals of statistics.

Optimal Set Cover Formulation for Exclusive Row Biclustering of Gene Expression

Saharon Rosset, Amichai Painsky, Amichai Painsky, 2014, Journal of Computer Science and Technology.

Exclusive Row Biclustering for Gene Expression Using a Combinatorial Auction Approach

Saharon Rosset, Amichai Painsky, Amichai Painsky, 2012, 2012 IEEE 12th International Conference on Data Mining.

Boosting as a Regularized Path to a Maximum Margin Classifier

Ji Zhu, Trevor J. Hastie, Saharon Rosset, 2004, J. Mach. Learn. Res..

The Entire Regularization Path for the Support Vector Machine

Robert Tibshirani, Ji Zhu, Trevor J. Hastie, 2004, J. Mach. Learn. Res..

Multikernel linear mixed models for complex phenotype prediction

Dan Geiger, Saharon Rosset, Omer Weissbrod, 2016, Genome research.

Leakage in data mining: Formulation, detection, and avoidance

S. Rosset, Claudia Perlich, Ori Stitelman, 2012, TKDD.

Margin Maximizing Loss Functions

Ji Zhu, Trevor J. Hastie, Saharon Rosset, 2003, NIPS.

On the cross‐validation bias due to unsupervised preprocessing

Amit Moscovich, Saharon Rosset, 2019, Journal of the Royal Statistical Society: Series B (Statistical Methodology).

Increase of body mass index and waist circumference predicts development of metabolic syndrome criteria in apparently healthy individuals with 2 and 5 years follow-up

S. Rosset, E. Halperin, G. Shefer, 2019, International Journal of Obesity.

Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling

Saharon Rosset, Omer Weissbrod, David Golan, 2018, J. Mach. Learn. Res..

Population-specific association between a polymorphic variant in ST18, encoding a pro-apoptotic molecule, and pemphigus vulgaris.

S. Rosset, M. Nöthen, O. Sarig, 2012, The Journal of investigative dermatology.

Exploiting Population Samples to Enhance Genome-Wide Association Studies of Disease

S. Rosset, Shachar Kaufman, Saharon Rosset, 2014, Genetics.

Estimating SNP-Based Heritability and Genetic Correlation in Case-Control Studies Directly and with Summary Statistics.

S. Rosset, J. Flint, O. Weissbrod, 2018, American journal of human genetics.

Estimating Heritability and Genetic Correlation in Case Control Studies Directly and with Summary Statistics

S. Rosset, J. Flint, O. Weissbrod, 2018, bioRxiv.

No Evidence from Genome-Wide Data of a Khazar Origin for the Ashkenazi Jews

Ariella L. Gladstein, E. Mihailov, S. Rosset, 2013, Human biology.

Discussion on “Optimal test procedures for multiple hypotheses controlling the familywise expected loss” by Willi Maurer, Frank Bretz, and Xiaolei Xun

Y. Benjamini, A. Krieger, R. Heller, 2023, Biometrics.

Optimal multiple testing and design in clinical trials.

Saharon Rosset, Ruth Heller, Abba Krieger, 2021, Biometrics.

Missense mutations in the APOL1 gene are highly associated with end stage kidney disease risk previously attributed to the MYH9 gene

S. Rosset, N. Bradman, E. Bekele, 2010, Human Genetics.

The Genographic Project Public Participation Mitochondrial DNA Database

R. J. Mitchell, S. Rosset, C. Tyler-Smith, 2007, PLoS Genetics.

Cell-type-specific resolution epigenetics without the need for cell sorting or single-cell biology

Eleazar Eskin, Saharon Rosset, Eran Halperin, 2018, Nature Communications.

Sequence Variants in SLC6A3, DRD2, and BDNF Genes and Time to Levodopa-Induced Dyskinesias in Parkinson’s Disease

S. Rosset, A. Korczyn, E. Friedman, 2014, Journal of Molecular Neuroscience.

Customer targeting models using actively-selected web content

Saharon Rosset, Prem Melville, Richard D. Lawrence, 2008, KDD.

Phylogenetic applications of whole Y-chromosome sequences and the Near Eastern origin of Ashkenazi Levites

Natalie M. Myres, S. Rosset, C. Bustamante, 2013, Nature Communications.

APOL1 allelic variants are associated with lower age of dialysis initiation and thereby increased dialysis vintage in African and Hispanic Americans with non-diabetic end-stage kidney disease.

S. Rosset, K. Skorecki, S. Tzur, 2012, Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association.

APOL 1 allelic variants are associated with lower age of dialysis initiation and thereby increased dialysis vintage in African and Hispanic Americans with non-diabetic end-stage kidney disease

S. Rosset, K. Skorecki, S. Tzur, 2012 .

High Population Frequencies of APOL1 Risk Variants Are Associated with Increased Prevalence of Non-Diabetic Chronic Kidney Disease in the Igbo People from South-Eastern Nigeria

S. Rosset, K. Skorecki, I. Ulasi, 2013, Nephron Clinical Practice.

Population genetics of chronic kidney disease: the evolving story of APOL1.

S. Rosset, D. Adu, K. Skorecki, 2012, Journal of nephrology.

Absence of APOL1 Risk Variants Protects against HIV-Associated Nephropathy in the Ethiopian Population

S. Rosset, D. Behar, K. Skorecki, 2011, American Journal of Nephrology.

Statistical modeling of SARS-CoV-2 substitution processes: predicting the next variant

S. Rosset, Keren Levinstein Hallak, Saharon Rosset, 2021, Communications Biology.

Modeling SARS-CoV-2 substitution processes: predicting the next variant

S. Rosset, Keren Levinstein Hallak, Saharon Rosset, 2022 .

Big data analysis of human mitochondrial DNA substitution models: a regression approach

S. Rosset, S. Tzur, Keren Levinstein Hallak, 2018, BMC Genomics.

Customer Lifetime Value Models for Decision Support

Saharon Rosset, Einat Neumann, Uri Eick, 2003, Data Mining and Knowledge Discovery.

Efficient regularized isotonic regression with application to gene--gene interaction search

Ronny Luss, Saharon Rosset, Moni Shahar, 2011, 1102.5496.

Discovery of fraud rules for telecommunications—challenges and solutions

Yizhak Idan, Gadi Pinkas, Saharon Rosset, 1999, KDD '99.

From Fixed-X to Random-X Regression: Bias-Variance Decompositions, Covariance Penalties, and Prediction Error Estimation

Saharon Rosset, Ryan J. Tibshirani, S. Rosset, 2017, Journal of the American Statistical Association.

Using Stochastic Approximation Techniques to Efficiently Construct Confidence Intervals for Heritability

Eran Halperin, Saharon Rosset, Regev Schweiger, 2017, RECOMB.

Model selection via the AUC

Saharon Rosset, S. Rosset, Saharon Rosset, 2004, ICML.

Analytics-driven solutions for customer targeting and sales-force allocation

Sholom M. Weiss, Alexey Ershov, Saharon Rosset, 2007, IBM Syst. J..

Cross-Validation for Correlated Data

S. Rosset, Assaf Rabinowicz, Saharon Rosset, 2019, Journal of the American Statistical Association.

Effective genetic-risk prediction using mixed models.

Saharon Rosset, David Golan, S. Rosset, 2014, American journal of human genetics.

Comment on “The Predictive Capacity of Personal Genome Sequencing”

S. Rosset, David Golan, Saharon Rosset, 2012, Science Translational Medicine.

Semi-supervised empirical risk minimization: Using unlabeled data to improve prediction

S. Rosset, Oren Yuval, Saharon Rosset, 2020, Electronic Journal of Statistics.

Semi-Supervised Empirical Risk Minimization: When can unlabeled data improve prediction pdf

Saharon Rosset, Yuval Oren, S. Rosset, 2020, ArXiv.

Association testing of bisulfite-sequencing methylation data via a Laplace approximation

Eran Halperin, Saharon Rosset, Regev Schweiger, 2017, Bioinform..

ModelTeller: model selection for optimal phylogenetic reconstruction using machine learning

Itay Mayrose, Tal Pupko, Saharon Rosset, 2020, bioRxiv.

Evaluation of European-based polygenic risk score for breast cancer in Ashkenazi Jewish women in Israel

S. Rosset, W. He, S. Cross, 2023, Journal of Medical Genetics.

Generalized Isotonic Regression

Ronny Luss, Saharon Rosset, S. Rosset, 2011, 1104.1779.

Inversion symmetry of DNA k-mer counts: validity and deviations

B. Chor, D. Horn, Sagi Shporer, 2016, BMC Genomics.

Fast and Accurate Construction of Confidence Intervals for Heritability.

Eran Halperin, Eleazar Eskin, Saharon Rosset, 2016, American journal of human genetics.

Fast and accurate construction of confidence intervals for heritability

S. Rosset, E. Eskin, E. Halperin, 2015, bioRxiv.

Detecting heritable phenotypes without a model using fast permutation testing for heritability and set-tests

C. Gieger, Sonja Kunze, M. Waldenberger, 2018, Nature Communications.

RL-SKAT: An Exact and Efficient Score Test for Heritability and Set Tests

Christian Gieger, Eran Halperin, Saharon Rosset, 2017, Genetics.

An exact and efficient score test for variance components models

C. Gieger, Sonja Kunze, M. Waldenberger, 2017 .

Rescaling and other forms of unsupervised preprocessing introduce bias into cross-validation pdf

Saharon Rosset, Amit Moscovich, Amit Moscovich, 2019, ArXiv.

Surprises in High-Dimensional Ridgeless Least Squares Interpolation

T. Hastie, R. Tibshirani, A. Montanari, 2019, Annals of statistics.

Mixed Models for Case-Control Genome-Wide Association Studies: Major Challenges and Partial Solutions

Saharon Rosset, David E. Golan, Dan-Yu Lin, 2018, Handbook of Statistical Methods for Case-Control Studies.

The ABC of reporting statistical analyses in the BJD: Always Be Clear

N. Shomron, J. Leonardi-Bee, Serigne N. Lô, 2018, The British journal of dermatology.

Analyzing system logs: a new view of what's important

Saharon Rosset, Aviad Tsherniak, Sivan Sabato, 2007 .

1-norm Support Vector Machines

R. Tibshirani, T. Hastie, Ji Zhu, 2003, NIPS.

Medical data mining: insights from winning two competitions

Yan Liu, Saharon Rosset, Grzegorz Swirszcz, 2010, Data Mining and Knowledge Discovery.

Assessing prediction error at interpolation and extrapolation points

S. Rosset, Assaf Rabinowicz, Saharon Rosset, 2018, Electronic Journal of Statistics.

A / B Testing Using the Negative Binomial Distribution in an Internet Search Application

S. Rosset, Slava Borodovsky, Saharon Rosset, 2012 .

The Everlasting Database: Statistical Validity at a Fair Price

Vitaly Feldman, Nathan Srebro, Saharon Rosset, 2018, NeurIPS.

Novel Statistical Tools for Management of Public Databases Facilitate Community‐Wide Replicability and Control of False Discovery

Saharon Rosset, Ehud Aharoni, Hani Neuvirth, 2014, Genetic epidemiology.

The Quality Preserving Database: A Computational Framework for Encouraging Collaboration, Enhancing Power and Controlling False Discovery

E. Aharoni, Hani Neuvirth, Saharon Rosset, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Modeling High-Dimensional Data with Case-Control Sampling and Dependency Structures

S. Rosset, O. Weissbrod, David Golan, 2018 .

lobSTR: A short tandem repeat profiler for personal genomes

M. Gymrek, Yaniv Erlich, David Golan, 2012, RECOMB.

A "Copernican" reassessment of the human mitochondrial DNA tree from its root.

M. Metspalu, R. Villems, T. Kivisild, 2012, American journal of human genetics.

Dating ancient humans splits by estimating Poisson rates from mitochondrial DNA parity samples

S. Rosset, Keren Levinstein Hallak, Saharon Rosset, 2023, bioRxiv.

Maximum likelihood estimation of locus-specific mutation rates in Y-chromosome short tandem repeats

Saharon Rosset, Osnat Ravid-Amir, S. Rosset, 2010, Bioinform..

Accurate estimation of heritability in genome wide studies using random effects models

Saharon Rosset, David Golan, S. Rosset, 2011, Bioinform..

When Does More Regularization Imply Fewer Degrees of Freedom? Sufficient Conditions and Counter Examples from Lasso and Ridge Regression

S. Rosset, Shachar Kaufman, Saharon Rosset, 2013, 1311.2791.

Large Alphabet Source Coding Using Independent Component Analysis

Meir Feder, Saharon Rosset, Amichai Painsky, 2016, IEEE Transactions on Information Theory.

When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples

Saharon Rosset, Shachar Kaufman, S. Rosset, 2014 .

Bi-level path following for cross validated solution of kernel quantile regression

Saharon Rosset, Saharon Rosset, 2008, ICML '08.

Following Curved Regularized Optimization Solution Paths

Saharon Rosset, S. Rosset, Saharon Rosset, 2004, NIPS.

Corrected proof of the result of ‘A prediction error property of the Lasso estimator and its generalization’ by Huang (2003)

S. Rosset, Ji Zhu, Saharon Rosset, 2004 .

Boosting and Support Vector Machines as Optimal Separators

Ji Zhu, Trevor J. Hastie, Saharon Rosset, 2003, IS&T/SPIE Electronic Imaging.

Bounded isotonic regression

S. Rosset, Ronny Luss, Saharon Rosset, 2017 .

Practical Sparse Modeling : an Overview and Two Examples from Genetics

Saharon Rosset, 2013 .

Sparse, Flexible and Efficient Modeling using L 1 Regularization

Ji Zhu, Saharon Rosset, Ji Zhu, 2006, Feature Extraction.

Tracking Curved Regularized Optimization Solution Paths

Saharon Rosset, S. Rosset, Saharon Rosset, 2004, NIPS 2004.

Discussion of Boosting Papers

Trevor Hastie, Robert Tibshirani, Ji Zhu, 2003 .

Optimal control of false discovery criteria in the two‐group model

Saharon Rosset, Ruth Heller, S. Rosset, 2019, Journal of the Royal Statistical Society: Series B (Statistical Methodology).

Optimal and maximin procedures for multiple testing problems

Saharon Rosset, Ruth Heller, Amichai Painsky, 2018, Journal of the Royal Statistical Society: Series B (Statistical Methodology).

Sequence Variants in SLC6A3, DRD2, and BDNF Genes and Time to Levodopa-Induced Dyskinesias in Parkinson’s Disease

A. Korczyn, R. Inzelberg, S. Hassin-Baer, 2014, Journal of Molecular Neuroscience.

Lossless (and Lossy) Compression of Random Forests pdf

Saharon Rosset, Amichai Painsky, Amichai Painsky, 2018, ArXiv.

Compressing Random Forests

Saharon Rosset, Amichai Painsky, S. Rosset, 2016, 2016 IEEE 16th International Conference on Data Mining (ICDM).

Integrating Random Effects in Deep Neural Networks

Giora Simchoni, Saharon Rosset, 2022, J. Mach. Learn. Res..

Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks

S. Rosset, Giora Simchoni, Saharon Rosset, 2021, NeurIPS.

STATISTICAL METHODS IN ECOMMERCE RESEARCH Chapter : Quantile Modeling for Wallet Estimation

S. Rosset, Claudia Perlich, A. Wiley, 2007 .

Binary independent component analysis: Theory, bounds and algorithms

Meir Feder, Saharon Rosset, Amichai Painsky, 2016, 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).

Looking for great ideas: analyzing the innovation jam

Yan Liu, Claudia Perlich, Richard D. Lawrence, 2007, WebKDD/SNA-KDD '07.

Identifying Bundles of Product Options using Mutual Information Clustering

Saharon Rosset, Claudia Perlich, S. Rosset, 2007, SDM.

Statistical modeling of SARS-CoV-2 substitution processes: predicting the next variant

Keren Levinstein Hallak, Saharon Rosset, 2022, Communications Biology.

Innovation Representation of Stochastic Processes With Application to Causal Inference

Meir Feder, Saharon Rosset, Amichai Painsky, 2018, IEEE Transactions on Information Theory.

A scalable and robust variance components method reveals insights into the architecture of gene-environment interactions underlying complex traits.

Saharon Rosset, Noah Zaitlen, A. Pazokitoroudi, 2024, American journal of human genetics.

A scalable and robust variance components method reveals insights into the architecture of gene-environment interactions underlying complex traits

S. Sankararaman, Saharon Rosset, Noah Zaitlen, 2023, bioRxiv.