## Rosset, Saharon

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 Author ID: rosset.saharon Published as: Rosset, Saharon
 Documents Indexed: 31 Publications since 2004 Co-Authors: 27 Co-Authors with 29 Joint Publications 531 Co-Co-Authors
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### Co-Authors

 1 single-authored 10 Zhu, Ji 6 Hastie, Trevor John 4 Feder, Meir 4 Painsky, Amichai 4 Tibshirani, Ryan J. 3 Luss, Ronny 3 Tibshirani, Robert John 2 Shahar, Moni 2 Zou, Hui 1 Aharoni, Ehud 1 Fisher, Eyal 1 Friedman, Jerome Harold 1 Golan, David 1 Heller, Ruth 1 Hooker, Giles 1 Kaufman, Shachar 1 Knight, Keith 1 Nan, Bin 1 Navon, Aviv 1 Rabinowicz, Assaf 1 Saunders, Michael A. 1 Schweiger, Regev 1 Srebro, Nathan 1 Świrszcz, Grzegorz M. 1 Wang, Sijian 1 Weissbrod, Omer 1 Yuval, Oren
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### Serials

 4 Journal of Machine Learning Research (JMLR) 4 Electronic Journal of Statistics 3 IEEE Transactions on Information Theory 3 The Annals of Statistics 3 Journal of the American Statistical Association 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 The Annals of Applied Statistics 1 Biometrika 1 IEEE Transactions on Signal Processing 1 Australian & New Zealand Journal of Statistics 1 Statistics and Its Interface 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing
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### Fields

 26 Statistics (62-XX) 8 Computer science (68-XX) 4 Biology and other natural sciences (92-XX) 3 Probability theory and stochastic processes (60-XX) 3 Numerical analysis (65-XX) 3 Information and communication theory, circuits (94-XX) 1 Number theory (11-XX) 1 Operations research, mathematical programming (90-XX)

### Citations contained in zbMATH Open

19 Publications have been cited 689 times in 624 Documents Cited by Year
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
2005
Piecewise linear regularized solution paths. Zbl 1194.62094
Rosset, Saharon; Zhu, Ji
2007
The entire regularization path for the support vector machine. Zbl 1222.68213
Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
2004
Boosting as a regularized path to a maximum margin classifier. Zbl 1222.68290
Rosset, Saharon; Zhu, Ji; Hastie, Trevor
2004
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
2011
Zhu, Ji; Zou, Hui; Rosset, Saharon; Hastie, Trevor
2009
Efficient regularized isotonic regression with application to gene-gene interaction search. Zbl 1235.62046
Luss, Ronny; Rosset, Saharon; Shahar, Moni
2012
$$\ell _{1}$$ regularization in infinite dimensional feature spaces. Zbl 1203.68167
Rosset, Saharon; Swirszcz, Grzegorz; Srebro, Nathan; Zhu, Ji
2007
From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation. Zbl 1437.62351
Rosset, Saharon; Tibshirani, Ryan J.
2020
Discussion on boosting papers. Zbl 1105.62314
Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
2004
Bi-level path following for cross validated solution of kernel quantile regression. Zbl 1235.68184
Rosset, Saharon
2009
Surprises in high-dimensional ridgeless least squares interpolation. Zbl 1486.62202
Hastie, Trevor; Montanari, Andrea; Rosset, Saharon; Tibshirani, Ryan J.
2022
When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples. Zbl 1306.62160
Kaufman, S.; Rosset, S.
2014
Bounded isotonic regression. Zbl 1383.62119
Luss, Ronny; Rosset, Saharon
2017
Excess optimism: how biased is the apparent error of an estimator tuned by SURE? Zbl 1420.62248
Tibshirani, Ryan J.; Rosset, Saharon
2019
Linear independent component analysis over finite fields: algorithms and bounds. Zbl 1415.94199
Painsky, Amichai; Rosset, Saharon; Feder, Meir
2018
Generalized independent component analysis over finite alphabets. Zbl 1359.94151
Painsky, Amichai; Rosset, Saharon; Feder, Meir
2016
Corrected proof of the result of ‘A prediction error property of the lasso estimator and its generalization’ by Huang (2003). Zbl 1074.62038
Rosset, Saharon; Zhu, Ji
2004
Automatic bias correction methods in semi-supervised learning. Zbl 1134.62043
Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor
2007
Surprises in high-dimensional ridgeless least squares interpolation. Zbl 1486.62202
Hastie, Trevor; Montanari, Andrea; Rosset, Saharon; Tibshirani, Ryan J.
2022
From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation. Zbl 1437.62351
Rosset, Saharon; Tibshirani, Ryan J.
2020
Excess optimism: how biased is the apparent error of an estimator tuned by SURE? Zbl 1420.62248
Tibshirani, Ryan J.; Rosset, Saharon
2019
Linear independent component analysis over finite fields: algorithms and bounds. Zbl 1415.94199
Painsky, Amichai; Rosset, Saharon; Feder, Meir
2018
Bounded isotonic regression. Zbl 1383.62119
Luss, Ronny; Rosset, Saharon
2017
Generalized independent component analysis over finite alphabets. Zbl 1359.94151
Painsky, Amichai; Rosset, Saharon; Feder, Meir
2016
When does more regularization imply fewer degrees of freedom? Sufficient conditions and counterexamples. Zbl 1306.62160
Kaufman, S.; Rosset, S.
2014
Efficient regularized isotonic regression with application to gene-gene interaction search. Zbl 1235.62046
Luss, Ronny; Rosset, Saharon; Shahar, Moni
2012
Random lasso. Zbl 1220.62091
Wang, Sijian; Nan, Bin; Rosset, Saharon; Zhu, Ji
2011
Zhu, Ji; Zou, Hui; Rosset, Saharon; Hastie, Trevor
2009
Bi-level path following for cross validated solution of kernel quantile regression. Zbl 1235.68184
Rosset, Saharon
2009
Piecewise linear regularized solution paths. Zbl 1194.62094
Rosset, Saharon; Zhu, Ji
2007
$$\ell _{1}$$ regularization in infinite dimensional feature spaces. Zbl 1203.68167
Rosset, Saharon; Swirszcz, Grzegorz; Srebro, Nathan; Zhu, Ji
2007
Automatic bias correction methods in semi-supervised learning. Zbl 1134.62043
Zou, Hui; Zhu, Ji; Rosset, Saharon; Hastie, Trevor
2007
Sparsity and smoothness via the fused lasso. Zbl 1060.62049
Tibshirani, Robert; Saunders, Michael; Rosset, Saharon; Zhu, Ji; Knight, Keith
2005
The entire regularization path for the support vector machine. Zbl 1222.68213
Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
2004
Boosting as a regularized path to a maximum margin classifier. Zbl 1222.68290
Rosset, Saharon; Zhu, Ji; Hastie, Trevor
2004
Discussion on boosting papers. Zbl 1105.62314
Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
2004
Corrected proof of the result of ‘A prediction error property of the lasso estimator and its generalization’ by Huang (2003). Zbl 1074.62038
Rosset, Saharon; Zhu, Ji
2004
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### Cited by 1,373 Authors

 11 Choi, Hosik 11 Tibshirani, Ryan J. 10 Tutz, Gerhard E. 8 Lian, Heng 8 Zhu, Ji 7 Fadili, Jalal M. 7 Kim, Yongdai 7 Kwon, Sunghoon 7 Sugiyama, Masashi 6 Bondell, Howard D. 6 Hastie, Trevor John 6 Tibshirani, Robert John 6 Witten, Daniela M. 6 Yuan, Xiaoming 5 Alhamzawi, Rahim 5 Reich, Brian James 5 Rosset, Saharon 5 Sun, Defeng 5 Toh, Kim Chuan 5 Zhang, Chunxia 4 Ahmed, Syed Ejaz 4 Allen, Genevera I. 4 Fryzlewicz, Piotr 4 Gu, Bin 4 Han, Deren 4 He, Hongjin 4 James, Gareth M. 4 Jung, Yoonsuh 4 Kong, Lingchen 4 Koo, Ja-Yong 4 Lin, Lu 4 Park, Changyi 4 Peyré, Gabriel 4 Samworth, Richard J. 4 Scott, James G. 4 Sen, Bodhisattva 4 Shen, Xiaotong 4 Takeuchi, Ichiro 4 Taylor, Jonathan E. 4 Vaiter, Samuel 4 Van de Geer, Sara Anna 4 Wang, Kai 4 Wang, Sijian 4 Wu, Yichao 3 Bühlmann, Peter 3 Carrizosa, Emilio 3 Chang, Xiangyu 3 Chen, Xi 3 Chesneau, Christophe 3 Chi, Eric C. 3 De Simone, Valentina 3 Desai, Jitamitra 3 Fang, Kuangnan 3 Gertheiss, Jan 3 He, Bingsheng 3 Hirose, Kei-ichi 3 Hossain, Shakhawat 3 Jeon, Jong-June 3 Jhong, Jae-Hwan 3 Karasuyama, Masayuki 3 Kawano, Shuichi 3 Kim, Hyunjoong 3 Lee, Yoonkyung 3 Lin, Qihang 3 Liu, Han 3 Long, Qi 3 Luu, Tung Duy 3 Mkhadri, Abdallah 3 Munk, Axel 3 Oelker, Margret-Ruth 3 Pan, Wei 3 Park, Cheolwoo 3 Polson, Nicholas G. 3 Rothman, Adam J. 3 Safo, Sandra E. 3 Shojaie, Ali 3 Song, Peter Xue-Kun 3 Su, Liangjun 3 Sun, Will Wei 3 Ward, Rachel A. 3 Xing, Eric P. 3 Yau, Chun Yip 3 Zhang, Ning 3 Zhu, Yunzhang 2 Ağraz, Melih 2 Ahn, Hongshik 2 Ahn, Jeongyoun 2 Ali, Haithem Taha Mohammad 2 Alkenani, Ali 2 Alshaybawee, Taha 2 Aravkin, Aleksandr Y. 2 Banerjee, Sayantan 2 Baragatti, Meïli 2 Barla, Annalisa 2 Bartlett, Peter L. 2 Behboodi, Arash 2 Boţ, Radu Ioan 2 Boyd, Stephen Poythress 2 Caffo, Brian S. 2 Cai, Xingju ...and 1,273 more Authors
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### Cited in 147 Serials

 50 Computational Statistics and Data Analysis 35 Electronic Journal of Statistics 32 The Annals of Statistics 27 The Annals of Applied Statistics 17 Journal of Computational and Graphical Statistics 16 Journal of the American Statistical Association 16 Statistical Science 16 Machine Learning 16 Journal of Machine Learning Research (JMLR) 16 Statistics and Computing 15 Journal of Applied Statistics 13 Biometrics 12 Communications in Statistics. Simulation and Computation 12 Journal of Statistical Computation and Simulation 10 Communications in Statistics. Theory and Methods 9 Annals of the Institute of Statistical Mathematics 9 Journal of Multivariate Analysis 9 Computational Statistics 9 Applied and Computational Harmonic Analysis 9 Journal of the Korean Statistical Society 9 Statistical Analysis and Data Mining 8 Journal of Statistical Planning and Inference 8 SIAM Journal on Optimization 8 Advances in Data Analysis and Classification. ADAC 7 Pattern Recognition 7 SIAM Journal on Mathematics of Data Science 6 Journal of Econometrics 6 Journal of Optimization Theory and Applications 6 Neural Networks 6 Statistical Papers 6 Journal of the Royal Statistical Society. Series B. Statistical Methodology 5 Statistics & Probability Letters 5 Computational Optimization and Applications 5 Statistical Modelling 4 Artificial Intelligence 4 Information Sciences 4 Annals of Operations Research 4 European Journal of Operational Research 4 Mathematical Programming. Series A. Series B 4 Optimization Methods & Software 4 Bayesian Analysis 3 Inverse Problems 3 Automatica 3 Biometrical Journal 3 Journal of Scientific Computing 3 Neural Computation 3 Test 3 Bernoulli 3 Journal of Nonparametric Statistics 3 Optimization Letters 3 Statistics Surveys 3 Journal of Agricultural, Biological, and Environmental Statistics 2 Mathematics of Computation 2 Applied Mathematics and Computation 2 International Journal of Approximate Reasoning 2 Numerical Algorithms 2 Journal of Mathematical Imaging and Vision 2 Australian & New Zealand Journal of Statistics 2 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 2 Oberwolfach Reports 2 Statistical Methodology 2 Computational & Mathematical Methods in Medicine 2 Journal of Statistical Theory and Practice 2 Mathematical Geosciences 2 Foundations and Trends in Machine Learning 2 Mathematical Programming Computation 2 Journal of Probability and Statistics 2 Information and Inference 2 Journal of Theoretical Biology 2 Journal of the Operations Research Society of China 1 Applicable Analysis 1 Computer Methods in Applied Mechanics and Engineering 1 Mathematical Biosciences 1 Mathematical Notes 1 Metrika 1 Nonlinearity 1 Psychometrika 1 Scandinavian Journal of Statistics 1 Applied Mathematics and Optimization 1 Journal of Approximation Theory 1 Mathematics of Operations Research 1 Operations Research 1 Insurance Mathematics & Economics 1 Journal of Time Series Analysis 1 Chinese Annals of Mathematics. Series B 1 Journal of Classification 1 Statistics 1 Optimization 1 New Generation Computing 1 Computers & Operations Research 1 Asia-Pacific Journal of Operational Research 1 Journal of Economic Dynamics & Control 1 The Annals of Applied Probability 1 Journal of Global Optimization 1 Linear Algebra and its Applications 1 Proceedings of the National Academy of Sciences of the United States of America 1 SIAM Journal on Applied Mathematics 1 SIAM Journal on Scientific Computing 1 Mathematical Methods of Statistics 1 International Journal of Computer Vision ...and 47 more Serials
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### Cited in 24 Fields

 496 Statistics (62-XX) 120 Computer science (68-XX) 116 Operations research, mathematical programming (90-XX) 96 Numerical analysis (65-XX) 26 Biology and other natural sciences (92-XX) 24 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 21 Information and communication theory, circuits (94-XX) 17 Calculus of variations and optimal control; optimization (49-XX) 14 Probability theory and stochastic processes (60-XX) 10 Combinatorics (05-XX) 10 Operator theory (47-XX) 6 Systems theory; control (93-XX) 5 Functional analysis (46-XX) 4 General and overarching topics; collections (00-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 4 Geophysics (86-XX) 3 Approximations and expansions (41-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Manifolds and cell complexes (57-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Integral equations (45-XX) 1 General topology (54-XX) 1 Statistical mechanics, structure of matter (82-XX)