Edit Profile (opens in new tab) Lafferty, John D. Co-Author Distance Author ID: lafferty.john-d Published as: Lafferty, John; Lafferty, John D. Documents Indexed: 35 Publications since 1988, including 2 Additional arXiv Preprints 2 Contributions as Editor Co-Authors: 33 Co-Authors with 36 Joint Publications 1,379 Co-Co-Authors all top 5 Co-Authors 1 single-authored 11 Wasserman, Larry Alan 7 Liu, Han 5 Rockmore, Daniel N. 3 Ravikumar, Pradeep 2 Chatterjee, Sabyasachi 2 Wainwright, Martin J. 2 Xu, Min 2 Yu, Yanlin 2 Zhai, Chengxiang 2 Zhang, Weiping 2 Zhou, Shuheng 1 Beeferman, Doug 1 Berger, Adam J. 1 Blei, David M. 1 Chen, Minhua 1 Croft, W. Bruce 1 Gamburd, Alexander 1 Gu, Haijie 1 Gupta, Anupam 1 Han, Fang 1 Hebert, Martial H. 1 Kolar, Mladen 1 Lebanon, Guy 1 Mahamud, Shyjan 1 Peskin, Charles S. 1 Roeder, Kathryn 1 Shen, Xiaotong 1 Suhm, Bernhard 1 Vardy, Alexander 1 Verducci, Joseph Stephen 1 Yuan, Ming 1 Zhao, Tuo 1 Zhu, Yuancheng all top 5 Serials 5 Journal of Machine Learning Research (JMLR) 4 The Annals of Statistics 2 IEEE Transactions on Information Theory 2 Transactions of the American Mathematical Society 2 Machine Learning 1 Information Processing and Management 1 IEEE Transactions on Computers 1 Statistical Science 1 Journal of Physics A: Mathematical and General 1 Experimental Mathematics 1 Bernoulli 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Contemporary Mathematics 1 The Annals of Applied Statistics 1 The Kluwer International Series on Information Retrieval 1 Information and Inference all top 5 Fields 18 Statistics (62-XX) 13 Computer science (68-XX) 7 Combinatorics (05-XX) 4 Information and communication theory, circuits (94-XX) 3 Group theory and generalizations (20-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 General and overarching topics; collections (00-XX) 1 Number theory (11-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Abstract harmonic analysis (43-XX) 1 Convex and discrete geometry (52-XX) 1 Differential geometry (53-XX) 1 Manifolds and cell complexes (57-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 28 Publications have been cited 744 times in 607 Documents Cited by ▼ Year ▼ High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression. Zbl 1189.62115 Ravikumar, Pradeep; Wainwright, Martin J.; Lafferty, John D. 147 2010 The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035 Liu, Han; Lafferty, John; Wasserman, Larry 108 2009 High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073 Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry 99 2012 Sparse additive models. Zbl 1411.62107 Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry 95 2009 The huge package for high-dimensional undirected graph estimation in R. Zbl 1283.68311 Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry 41 2012 A correlated topic model of science. Zbl 1129.62122 Blei, David M.; Lafferty, John D. 40 2007 Rodeo: Sparse, greedy nonparametric regression. Zbl 1132.62026 Lafferty, John; Wasserman, Larry 35 2008 Time varying undirected graphs. Zbl 1475.62174 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 29 2010 Diffusion kernels on statistical manifolds. Zbl 1222.68240 Lafferty, John; Lebanon, Guy 26 2005 The density manifold and configuration space quantization. Zbl 0642.58009 Lafferty, John D. 25 1988 Forest density estimation. Zbl 1280.62045 Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry 16 2011 Adaptive risk bounds in unimodal regression. Zbl 1441.62097 Chatterjee, Sabyasachi; Lafferty, John 12 2019 Compressed and privacy-sensitive sparse regression. Zbl 1367.62208 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 10 2009 Fast Fourier analysis for \(SL_ 2\) over a finite field and related numerical experiments. Zbl 0773.65091 Lafferty, John D.; Rockmore, Daniel 9 1992 A direct geometric proof of the Lefschetz fixed point formulas. Zbl 0747.58016 Lafferty, John D.; Yu, Yanlin; Zhang, Weiping 9 1992 Sparse nonparametric graphical models. Zbl 1331.62219 Lafferty, John; Liu, Han; Wasserman, Larry 8 2012 Faithful variable screening for high-dimensional convex regression. Zbl 1360.62197 Xu, Min; Chen, Minhua; Lafferty, John 8 2016 Numerical investigation of the spectrum for certain families of Cayley graphs. Zbl 0793.05070 Lafferty, John; Rockmore, Daniel 5 1993 Statistical models for text segmentation. Zbl 0917.68171 Beeferman, Doug; Berger, Adam; Lafferty, John 5 1999 Level spacings for Cayley graphs. Zbl 0962.05026 Lafferty, John D.; Rockmore, Daniel N. 4 1999 Union support recovery in multi-task learning. Zbl 1280.62047 Kolar, Mladen; Lafferty, John; Wasserman, Larry 4 2011 Spectral techniques for expander codes. Zbl 0962.68063 Lafferty, John D.; Rockmore, Daniel N. 2 1999 Language modeling for information retrieval. Zbl 1055.68051 2 2003 Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25–29, 2006. Zbl 1123.62002 1 2007 Eigenvalue spacings for quantized cat maps. Zbl 1074.81523 Gamburd, Alex; Lafferty, John; Rockmore, Dan 1 2003 Denoising flows on trees. Zbl 1390.94958 Chatterjee, Sabyasachi; Lafferty, John 1 2018 A risk minimization framework for information retrieval. Zbl 1101.68544 Zhai, Chengxiang; Lafferty, John 1 2006 Quantized minimax estimation over Sobolev ellipsoids. Zbl 1477.94033 Zhu, Yuancheng; Lafferty, John 1 2018 Adaptive risk bounds in unimodal regression. Zbl 1441.62097 Chatterjee, Sabyasachi; Lafferty, John 12 2019 Denoising flows on trees. Zbl 1390.94958 Chatterjee, Sabyasachi; Lafferty, John 1 2018 Quantized minimax estimation over Sobolev ellipsoids. Zbl 1477.94033 Zhu, Yuancheng; Lafferty, John 1 2018 Faithful variable screening for high-dimensional convex regression. Zbl 1360.62197 Xu, Min; Chen, Minhua; Lafferty, John 8 2016 High-dimensional semiparametric Gaussian copula graphical models. Zbl 1297.62073 Liu, Han; Han, Fang; Yuan, Ming; Lafferty, John; Wasserman, Larry 99 2012 The huge package for high-dimensional undirected graph estimation in R. Zbl 1283.68311 Zhao, Tuo; Liu, Han; Roeder, Kathryn; Lafferty, John; Wasserman, Larry 41 2012 Sparse nonparametric graphical models. Zbl 1331.62219 Lafferty, John; Liu, Han; Wasserman, Larry 8 2012 Forest density estimation. Zbl 1280.62045 Liu, Han; Xu, Min; Gu, Haijie; Gupta, Anupam; Lafferty, John; Wasserman, Larry 16 2011 Union support recovery in multi-task learning. Zbl 1280.62047 Kolar, Mladen; Lafferty, John; Wasserman, Larry 4 2011 High-dimensional Ising model selection using \(\ell _{1}\)-regularized logistic regression. Zbl 1189.62115 Ravikumar, Pradeep; Wainwright, Martin J.; Lafferty, John D. 147 2010 Time varying undirected graphs. Zbl 1475.62174 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 29 2010 The nonparanormal: semiparametric estimation of high dimensional undirected graphs. Zbl 1235.62035 Liu, Han; Lafferty, John; Wasserman, Larry 108 2009 Sparse additive models. Zbl 1411.62107 Ravikumar, Pradeep; Lafferty, John; Liu, Han; Wasserman, Larry 95 2009 Compressed and privacy-sensitive sparse regression. Zbl 1367.62208 Zhou, Shuheng; Lafferty, John; Wasserman, Larry 10 2009 Rodeo: Sparse, greedy nonparametric regression. Zbl 1132.62026 Lafferty, John; Wasserman, Larry 35 2008 A correlated topic model of science. Zbl 1129.62122 Blei, David M.; Lafferty, John D. 40 2007 Prediction and discovery. AMS-IMS-SIAM joint summer research conference on machine and statistical learning: prediction and discovery, Snowbird, UT, USA, June 25–29, 2006. Zbl 1123.62002 1 2007 A risk minimization framework for information retrieval. Zbl 1101.68544 Zhai, Chengxiang; Lafferty, John 1 2006 Diffusion kernels on statistical manifolds. Zbl 1222.68240 Lafferty, John; Lebanon, Guy 26 2005 Language modeling for information retrieval. Zbl 1055.68051 2 2003 Eigenvalue spacings for quantized cat maps. Zbl 1074.81523 Gamburd, Alex; Lafferty, John; Rockmore, Dan 1 2003 Statistical models for text segmentation. Zbl 0917.68171 Beeferman, Doug; Berger, Adam; Lafferty, John 5 1999 Level spacings for Cayley graphs. Zbl 0962.05026 Lafferty, John D.; Rockmore, Daniel N. 4 1999 Spectral techniques for expander codes. Zbl 0962.68063 Lafferty, John D.; Rockmore, Daniel N. 2 1999 Numerical investigation of the spectrum for certain families of Cayley graphs. Zbl 0793.05070 Lafferty, John; Rockmore, Daniel 5 1993 Fast Fourier analysis for \(SL_ 2\) over a finite field and related numerical experiments. Zbl 0773.65091 Lafferty, John D.; Rockmore, Daniel 9 1992 A direct geometric proof of the Lefschetz fixed point formulas. Zbl 0747.58016 Lafferty, John D.; Yu, Yanlin; Zhang, Weiping 9 1992 The density manifold and configuration space quantization. Zbl 0642.58009 Lafferty, John D. 25 1988 all cited Publications top 5 cited Publications all top 5 Cited by 1,205 Authors 19 Li, Wuchen 19 Liu, Han 7 Kolar, Mladen 7 Zhang, Xinsheng 6 Ghosal, Subhashis 6 Giordano, Francesco 6 Han, Fang 6 Hancock, Edwin Robert 6 Li, Lexin 6 Lu, Junwei 6 Peperko, Aljoša 6 Xue, Lingzhou 6 Zhou, Hao-Min 5 Baladandayuthapani, Veerabhadran 5 Bunea, Florentina 5 Chen, Li-Pang 5 Drton, Mathias 5 Fan, Jianqing 5 He, Yong 5 Li, Bing 5 Lian, Heng 5 Parrella, Maria Lucia 5 Purutçuoğlu, Vilda 5 Shojaie, Ali 5 Solea, Eftychia 5 Zou, Hui 4 Ağraz, Melih 4 Cai, Tony Tony 4 Kabashima, Yoshiyuki 4 Ni, Yang 4 Ren, Zhao 4 Samworth, Richard J. 4 Schweinberger, Michael 4 Wainwright, Martin J. 4 Wang, Yong 4 Wit, Ernst 4 Xing, Eric P. 4 Yi, Grace Yun 4 Zhang, Tong 4 Zhao, Hongyu 3 Bühlmann, Peter 3 Chen, Zehua 3 Cheung, Kin Yap 3 Chow, Shui-Nee 3 Claeskens, Gerda 3 Cocco, Simona 3 Dobra, Adrian 3 Eskandari, Farzad 3 Foygel Barber, Rina 3 Gao, Xin 3 Hui, Francis K. C. 3 Jiang, Binyan 3 Kiwata, Hirohito 3 Lee, Kuang-Yao 3 Lee, Stephen Man Sing 3 Levina, Elizaveta 3 Liang, Hua 3 Lim, Johan 3 Liu, Weidong 3 Liu, Yufeng 3 Loh, Po-Ling 3 Lv, Shaogao 3 Mai, Qing 3 Massam, Helene M. 3 Mukherjee, Sumit 3 Nardi, Yuval 3 Obuchi, Tomoyuki 3 Park, Gunwoong 3 Park, Seongoh 3 Pircalabelu, Eugen 3 Rigollet, Philippe 3 Rinaldo, Alessandro 3 Rockmore, Daniel N. 3 Sen, Bodhisattva 3 Stingo, Francesco Claudio 3 Takahashi, Daniel Yasumasa 3 Tan, Kean Ming 3 Vieu, Philippe 3 Waldorp, Lourens J. 3 Wang, Cheng 3 Wegkamp, Marten H. 3 Zhang, Jingfei 3 Zhou, Shuheng 3 Zhu, Ji 3 Zwiernik, Piotr 2 Abbruzzo, Antonino 2 Allen, Genevera I. 2 Anandkumar, Animashree 2 Ayyıldız, Ezgi 2 Bai, Erwei 2 Bai, Lu 2 Banerjee, Sayantan 2 Bellec, Pierre C. 2 Bielza, Concha 2 Bing, Xin 2 Bogdanović, Katarina 2 Bulso, Nicola 2 Butucea, Cristina 2 Cai, Tianxi 2 Cheng, Changming ...and 1,105 more Authors all top 5 Cited in 146 Serials 49 The Annals of Statistics 44 Journal of the American Statistical Association 34 Journal of Machine Learning Research (JMLR) 34 Electronic Journal of Statistics 27 Journal of Multivariate Analysis 26 Computational Statistics and Data Analysis 19 The Annals of Applied Statistics 16 Statistics and Computing 15 Journal of Computational and Graphical Statistics 13 Biometrics 12 Machine Learning 12 Bernoulli 11 Journal of Statistical Computation and Simulation 10 Bayesian Analysis 9 Computational Statistics 9 Journal of Statistical Mechanics: Theory and Experiment 9 Information Geometry 8 Journal of Statistical Planning and Inference 7 Statistical Science 6 Neural Computation 6 Communications in Statistics. Theory and Methods 6 Journal of Applied Statistics 6 Statistical Methods and Applications 5 Journal of Econometrics 5 Statistics & Probability Letters 5 Pattern Recognition 5 Statistica Sinica 5 Journal of Nonparametric Statistics 4 Psychometrika 4 Scandinavian Journal of Statistics 4 European Journal of Operational Research 4 Mathematical Programming. Series A. Series B 3 Journal of Statistical Physics 3 Linear and Multilinear Algebra 3 Physica A 3 Annals of the Institute of Statistical Mathematics 3 Automatica 3 Journal of Classification 3 International Journal of Approximate Reasoning 3 Neural Networks 3 Communications in Statistics. Simulation and Computation 3 Applied and Computational Harmonic Analysis 3 Statistical Analysis and Data Mining 3 Science China. Mathematics 3 Sankhyā. Series A 2 The Canadian Journal of Statistics 2 European Journal of Physics 2 Israel Journal of Mathematics 2 Journal of Computational and Applied Mathematics 2 Journal of Differential Equations 2 Statistics 2 Linear Algebra and its Applications 2 Experimental Mathematics 2 Statistical Papers 2 International Journal of Computer Vision 2 Annals of Mathematics and Artificial Intelligence 2 The Journal of Fourier Analysis and Applications 2 INFORMS Journal on Computing 2 Positivity 2 Data Mining and Knowledge Discovery 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Acta Mathematica Sinica. English Series 2 Brazilian Journal of Probability and Statistics 2 Quantitative Finance 2 SIAM Journal on Applied Dynamical Systems 2 Statistical Applications in Genetics and Molecular Biology 2 Journal of Zhejiang University. Science A 2 Journal of the Korean Statistical Society 2 Journal of Noncommutative Geometry 2 Journal of Physics A: Mathematical and Theoretical 1 Communications in Mathematical Physics 1 Inverse Problems 1 Journal of Mathematical Physics 1 Rocky Mountain Journal of Mathematics 1 Mathematics of Computation 1 Journal of Geometry and Physics 1 Applied Mathematics and Computation 1 Biometrical Journal 1 Dissertationes Mathematicae 1 Duke Mathematical Journal 1 Journal of Approximation Theory 1 Journal of Functional Analysis 1 Journal of Optimization Theory and Applications 1 Mathematics and Computers in Simulation 1 Operations Research 1 Quarterly of Applied Mathematics 1 SIAM Journal on Computing 1 SIAM Journal on Numerical Analysis 1 Combinatorica 1 Annals of Global Analysis and Geometry 1 Probability Theory and Related Fields 1 Constructive Approximation 1 \(K\)-Theory 1 Econometric Reviews 1 Journal of Theoretical Probability 1 Mathematical and Computer Modelling 1 Journal of Scientific Computing 1 Annals of Operations Research 1 Economics Letters 1 The Annals of Applied Probability ...and 46 more Serials all top 5 Cited in 37 Fields 487 Statistics (62-XX) 104 Computer science (68-XX) 43 Probability theory and stochastic processes (60-XX) 39 Combinatorics (05-XX) 36 Numerical analysis (65-XX) 29 Operations research, mathematical programming (90-XX) 26 Biology and other natural sciences (92-XX) 23 Statistical mechanics, structure of matter (82-XX) 17 Information and communication theory, circuits (94-XX) 16 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 14 Partial differential equations (35-XX) 13 Global analysis, analysis on manifolds (58-XX) 12 Functional analysis (46-XX) 11 Differential geometry (53-XX) 10 Linear and multilinear algebra; matrix theory (15-XX) 8 Operator theory (47-XX) 8 Calculus of variations and optimal control; optimization (49-XX) 6 Group theory and generalizations (20-XX) 5 Systems theory; control (93-XX) 4 Number theory (11-XX) 4 \(K\)-theory (19-XX) 4 Approximations and expansions (41-XX) 4 Quantum theory (81-XX) 3 Algebraic geometry (14-XX) 3 Dynamical systems and ergodic theory (37-XX) 3 Abstract harmonic analysis (43-XX) 2 General and overarching topics; collections (00-XX) 2 Topological groups, Lie groups (22-XX) 2 Manifolds and cell complexes (57-XX) 1 Measure and integration (28-XX) 1 Ordinary differential equations (34-XX) 1 Convex and discrete geometry (52-XX) 1 General topology (54-XX) 1 Mechanics of particles and systems (70-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) Citations by Year