Edit Profile (opens in new tab) Xing, Eric P. Co-Author Distance Author ID: xing.eric-p Published as: Xing, Eric P.; Xing, Eric External Links: MGP · Wikidata Documents Indexed: 31 Publications since 2007, including 3 Additional arXiv Preprints Co-Authors: 55 Co-Authors with 31 Joint Publications 1,841 Co-Co-Authors all top 5 Co-Authors 0 single-authored 3 Kolar, Mladen 3 Liang, Yingbin 3 Zhu, Jun 2 Aguiar, Pedro M. Q. 2 Ahmed, Amr 2 Al-Shedivat, Maruan 2 Figueiredo, Mário A. T. 2 Fu, Wenjie 2 Ho, Qirong 2 Kim, Seyoung 2 Torres Martins, André Filipe 2 Neiswanger, Willie 2 Smith, Noah A. 2 Sohn, Kyung-Ah 2 Song, Le 2 Wang, Haohan 2 Wang, Weiguang 2 Xie, Pengtao 2 Yin, Junming 2 Yu, Yaoliang 1 Airoldi, Edoardo M. 1 Alavi, Amir Hossein 1 Aragam, Bryon 1 Bar-Joseph, Ziv 1 Blei, David M. 1 Carbonell, Jaime G. 1 Chen, Ning 1 Chen, Xi 1 Choe, Sang Keun 1 Dan, Chen 1 Dubey, Avinava 1 Fienberg, Stephen Elliot 1 Ge, Songwei 1 Hanneke, Steve 1 Hu, Zhiting 1 Jitkrittum, Wittawat 1 Kumar, Abhimanu 1 Lin, Qihang 1 Liu, Han 1 Liu, Yan 1 Lopez, Oscar L. 1 Marchetti-Bowick, Micol 1 Parikh, Ankur P. 1 Ravikumar, Pradeep 1 Saatchi, Yunus 1 Sadhanala, Veeranjaneyulu 1 Shen, Lixin 1 Sigal, Leonid 1 Sra, Suvrit 1 Sugiyama, Masashi 1 Wilson, Andrew Gordon 1 Yamada, Makoto 1 Yan, Rong 1 Yang, Jun 1 Zhou, Yi all top 5 Serials 11 Journal of Machine Learning Research (JMLR) 6 The Annals of Applied Statistics 2 Electronic Journal of Statistics 1 IEEE Transactions on Information Theory 1 The Annals of Statistics 1 Journal of the American Statistical Association 1 Neural Computation 1 IEEE Transactions on Signal Processing 1 Statistical Analysis and Data Mining 1 Bayesian Analysis all top 5 Fields 24 Statistics (62-XX) 13 Computer science (68-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Numerical analysis (65-XX) 6 Biology and other natural sciences (92-XX) 5 Combinatorics (05-XX) 3 Information and communication theory, circuits (94-XX) 1 Sequences, series, summability (40-XX) 1 Probability theory and stochastic processes (60-XX) 1 Operations research, mathematical programming (90-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 23 Publications have been cited 484 times in 418 Documents Cited by ▼ Year ▼ Mixed membership stochastic blockmodels. Zbl 1225.68143 Airoldi, Edoardo M.; Blei, David M.; Fienberg, Stephen E.; Xing, Eric P. 217 2008 Discrete temporal models of social networks. Zbl 1329.91113 Hanneke, Steve; Fu, Wenjie; Xing, Eric P. 71 2010 Estimating time-varying networks. Zbl 1189.62142 Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 48 2010 A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133 Xing, Eric P.; Fu, Wenjie; Song, Le 38 2010 Smoothing proximal gradient method for general structured sparse regression. Zbl 1243.62100 Chen, Xi; Lin, Qihang; Kim, Seyoung; Carbonell, Jaime G.; Xing, Eric P. 21 2012 Tree-guided group lasso for multi-response regression with structured sparsity, with an application to eQTL mapping. Zbl 1254.62112 Kim, Seyoung; Xing, Eric P. 18 2012 High-dimensional feature selection by feature-wise kernelized Lasso. Zbl 1410.68328 Yamada, Makoto; Jitkrittum, Wittawat; Sigal, Leonid; Xing, Eric P.; Sugiyama, Masashi 14 2014 Estimating networks with jumps. Zbl 1295.62032 Kolar, Mladen; Xing, Eric P. 10 2012 Nonextensive information theoretic kernels on measures. Zbl 1235.68174 Martins, André F. T.; Smith, Noah A.; Xing, Eric P.; Aguiar, Pedro M. Q.; Figueiredo, Mário A. T. 8 2009 Hidden Markov Dirichlet process: modeling genetic inference in open ancestral space. Zbl 1332.62352 Xing, Eric P.; Sohn, Kyung-Ah 6 2007 MedLDA: maximum margin supervised topic models. Zbl 1433.68388 Zhu, Jun; Ahmed, Amr; Xing, Eric P. 6 2012 Bayesian inference with posterior regularization and applications to infinite latent SVMs. Zbl 1319.62067 Zhu, Jun; Chen, Ning; Xing, Eric P. 4 2014 Distributed proximal gradient algorithm for partially asynchronous computer clusters. Zbl 1455.90138 Zhou, Yi; Liang, Yingbin; Yu, Yaoliang; Dai, Wei; Xing, Eric P. 4 2018 \(\mathrm{AD}^3\): alternating directions dual decomposition for MAP inference in graphical models. Zbl 1337.68226 Martins, André F. T.; Figueiredo, Mário A. T.; Aguiar, Pedro M. Q.; Smith, Noah A.; Xing, Eric P. 3 2015 Identifiability of nonparametric mixture models and Bayes optimal clustering. Zbl 1455.62068 Aragam, Bryon; Dan, Chen; Xing, Eric P.; Ravikumar, Pradeep 3 2020 Maximum entropy discrimination Markov networks. Zbl 1235.62007 Zhu, Jun; Xing, Eric P. 2 2009 Learning scalable deep kernels with recurrent structure. Zbl 1434.68390 Al-Shedivat, Maruan; Wilson, Andrew Gordon; Saatchi, Yunus; Hu, Zhiting; Xing, Eric P. 2 2017 Graph estimation from multi-attribute data. Zbl 1319.62113 Kolar, Mladen; Liu, Han; Xing, Eric P. 2 2014 A multiscale community blockmodel for network exploration. Zbl 1443.91242 Ho, Qirong; Parikh, Ankur P.; Xing, Eric P. 2 2012 A penalized regression model for the joint estimation of eQTL associations and gene network structure. Zbl 1417.62321 Marchetti-Bowick, Micol; Yu, Yaoliang; Wu, Wei; Xing, Eric P. 2 2019 A hierarchical Dirichlet process mixture model for haplotype reconstruction from multi-population data. Zbl 1166.62085 Sohn, Kyung-Ah; Xing, Eric P. 1 2009 Latent space inference of Internet-scale networks. Zbl 1360.68680 Ho, Qirong; Yin, Junming; Xing, Eric P. 1 2016 Harmonium models for video classification. Zbl 07260180 Yang, Jun; Yan, Rong; Liu, Yan; Xing, Eric P. 1 2008 Identifiability of nonparametric mixture models and Bayes optimal clustering. Zbl 1455.62068 Aragam, Bryon; Dan, Chen; Xing, Eric P.; Ravikumar, Pradeep 3 2020 A penalized regression model for the joint estimation of eQTL associations and gene network structure. Zbl 1417.62321 Marchetti-Bowick, Micol; Yu, Yaoliang; Wu, Wei; Xing, Eric P. 2 2019 Distributed proximal gradient algorithm for partially asynchronous computer clusters. Zbl 1455.90138 Zhou, Yi; Liang, Yingbin; Yu, Yaoliang; Dai, Wei; Xing, Eric P. 4 2018 Learning scalable deep kernels with recurrent structure. Zbl 1434.68390 Al-Shedivat, Maruan; Wilson, Andrew Gordon; Saatchi, Yunus; Hu, Zhiting; Xing, Eric P. 2 2017 Latent space inference of Internet-scale networks. Zbl 1360.68680 Ho, Qirong; Yin, Junming; Xing, Eric P. 1 2016 \(\mathrm{AD}^3\): alternating directions dual decomposition for MAP inference in graphical models. Zbl 1337.68226 Martins, André F. T.; Figueiredo, Mário A. T.; Aguiar, Pedro M. Q.; Smith, Noah A.; Xing, Eric P. 3 2015 High-dimensional feature selection by feature-wise kernelized Lasso. Zbl 1410.68328 Yamada, Makoto; Jitkrittum, Wittawat; Sigal, Leonid; Xing, Eric P.; Sugiyama, Masashi 14 2014 Bayesian inference with posterior regularization and applications to infinite latent SVMs. Zbl 1319.62067 Zhu, Jun; Chen, Ning; Xing, Eric P. 4 2014 Graph estimation from multi-attribute data. Zbl 1319.62113 Kolar, Mladen; Liu, Han; Xing, Eric P. 2 2014 Smoothing proximal gradient method for general structured sparse regression. Zbl 1243.62100 Chen, Xi; Lin, Qihang; Kim, Seyoung; Carbonell, Jaime G.; Xing, Eric P. 21 2012 Tree-guided group lasso for multi-response regression with structured sparsity, with an application to eQTL mapping. Zbl 1254.62112 Kim, Seyoung; Xing, Eric P. 18 2012 Estimating networks with jumps. Zbl 1295.62032 Kolar, Mladen; Xing, Eric P. 10 2012 MedLDA: maximum margin supervised topic models. Zbl 1433.68388 Zhu, Jun; Ahmed, Amr; Xing, Eric P. 6 2012 A multiscale community blockmodel for network exploration. Zbl 1443.91242 Ho, Qirong; Parikh, Ankur P.; Xing, Eric P. 2 2012 Discrete temporal models of social networks. Zbl 1329.91113 Hanneke, Steve; Fu, Wenjie; Xing, Eric P. 71 2010 Estimating time-varying networks. Zbl 1189.62142 Kolar, Mladen; Song, Le; Ahmed, Amr; Xing, Eric P. 48 2010 A state-space mixed membership blockmodel for dynamic network tomography. Zbl 1194.62133 Xing, Eric P.; Fu, Wenjie; Song, Le 38 2010 Nonextensive information theoretic kernels on measures. Zbl 1235.68174 Martins, André F. T.; Smith, Noah A.; Xing, Eric P.; Aguiar, Pedro M. Q.; Figueiredo, Mário A. T. 8 2009 Maximum entropy discrimination Markov networks. Zbl 1235.62007 Zhu, Jun; Xing, Eric P. 2 2009 A hierarchical Dirichlet process mixture model for haplotype reconstruction from multi-population data. Zbl 1166.62085 Sohn, Kyung-Ah; Xing, Eric P. 1 2009 Mixed membership stochastic blockmodels. Zbl 1225.68143 Airoldi, Edoardo M.; Blei, David M.; Fienberg, Stephen E.; Xing, Eric P. 217 2008 Harmonium models for video classification. Zbl 07260180 Yang, Jun; Yan, Rong; Liu, Yan; Xing, Eric P. 1 2008 Hidden Markov Dirichlet process: modeling genetic inference in open ancestral space. Zbl 1332.62352 Xing, Eric P.; Sohn, Kyung-Ah 6 2007 all cited Publications top 5 cited Publications all top 5 Cited by 942 Authors 15 Priebe, Carey E. 11 Latouche, Pierre 8 Levina, Elizaveta 8 Murphy, Thomas Brendan 7 Tang, Minh 7 Xing, Eric P. 6 Bouveyron, Charles 6 Durante, Daniele 6 Lyzinski, Vince 5 Ambroise, Christophe 5 Fosdick, Bailey K. 5 Schweinberger, Michael 4 Athreya, Avanti 4 Bickel, Peter John 4 Birmele, Etienne 4 Blei, David M. 4 Cape, Joshua 4 Chen, Ling 4 Chen, Yuguo 4 Dunson, David Brian 4 Hancock, Edwin Robert 4 Ke, Zheng Tracy 4 Lei, Jing 4 McCormick, Tyler H. 4 Sarkar, Purnamrita 4 Steinley, Douglas L. 4 Zhu, Ji 3 Airoldi, Edoardo M. 3 Bai, Lu 3 Bhamidi, Shankar 3 Brusco, Michael J. 3 Chen, Aiyou 3 Crane, Harry 3 Fishkind, Donniell E. 3 Hoff, Peter D. 3 Huang, Haiyan 3 Jin, Jiashun 3 Jordan, Michael Irwin 3 Kauermann, Goran 3 Krivitsky, Pavel N. 3 Levin, Keith D. 3 Li, Bin 3 Liu, Han 3 Lu, Junwei 3 Luo, Shengming 3 Matias, Catherine 3 Ng, Tin Lok James 3 Park, Youngser 3 Pensky, Marianna 3 Rigon, Tommaso 3 Rodríguez, Abel 3 Rossi, Fabrice 3 Shen, Xiaotong 3 Smyth, Padhraic 3 Sussman, Daniel L. 3 Vacher, Corinne 3 Vannucci, Marina 3 Westling, Ted 3 Wilson, James D. 3 Wolfe, Patrick J. 3 Xue, Lingzhou 3 Zhou, Harrison H. 2 Abbe, Emmanuel 2 Ahmed, Nahla Mohamed 2 Aliverti, Emanuele 2 Amini, Arash Ali 2 Amiri, Amirhossein 2 Baladandayuthapani, Veerabhadran 2 Barbillon, Pierre 2 Bhattacharya, Anirban 2 Boldi, Paolo 2 Bonald, Thomas 2 Borgs, Christian 2 Bühlmann, Peter 2 Butts, Carter T. 2 Cai, Tony Tony 2 Caron, François 2 Chakrabarti, Deepayan 2 Chatterjee, Sourav 2 Chayes, Jennifer Tour 2 Chen, Kun 2 Chen, Li 2 Chiquet, Julien 2 Choi, David S. 2 Cohn, Henry Lee 2 Corneli, Marco 2 Cranmer, Skyler J. 2 Crimaldi, Irene 2 Daudin, Jean-Jacques 2 De Baets, Bernard 2 De Iorio, Maria 2 Desmarais, Bruce A. 2 DuBois, Christopher 2 Fan, Xuhui 2 Fan, Yingying 2 Fox, Emily B. 2 Fu, Wenjie 2 Getoor, Lise 2 Han, Dong 2 Henry, Teague Rhine ...and 842 more Authors all top 5 Cited in 108 Serials 39 The Annals of Applied Statistics 26 The Annals of Statistics 22 Journal of the American Statistical Association 18 Electronic Journal of Statistics 17 Computational Statistics and Data Analysis 17 Journal of Machine Learning Research (JMLR) 17 Journal of Computational and Graphical Statistics 14 Machine Learning 13 Statistics and Computing 11 Physica A 10 Information Sciences 9 Statistical Science 9 Statistical Analysis and Data Mining 9 Bayesian Analysis 8 Bernoulli 7 Biometrics 6 Pattern Recognition 5 Psychometrika 5 Data Mining and Knowledge Discovery 5 Statistical Modelling 5 Advances in Data Analysis and Classification. ADAC 5 Sankhyā. Series A 4 Statistica Neerlandica 4 Statistics & Probability Letters 4 Neural Computation 4 Computational Statistics 4 Journal of Applied Statistics 4 Applied Stochastic Models in Business and Industry 4 Statistical Methods and Applications 3 Artificial Intelligence 3 Journal of Mathematical Psychology 3 Journal of Multivariate Analysis 3 Journal of Statistical Planning and Inference 3 Communications in Statistics. Simulation and Computation 3 Journal of Statistical Computation and Simulation 3 SIAM Journal on Optimization 3 Journal of Statistical Mechanics: Theory and Experiment 2 Journal of Statistical Physics 2 The Annals of Probability 2 Fuzzy Sets and Systems 2 Journal of Econometrics 2 Journal of Classification 2 The Annals of Applied Probability 2 European Journal of Operational Research 2 Proceedings of the National Academy of Sciences of the United States of America 2 Statistica Sinica 2 Optimization Methods & Software 2 Chaos 2 Journal of the Korean Statistical Society 2 Statistics Surveys 2 Computer Science Review 2 Journal of the Japan Statistical Society. Japanese Issue 1 ACM Computing Surveys 1 The American Statistician 1 Physics Reports 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 Applied Mathematics and Computation 1 Applied Mathematics and Optimization 1 Automatica 1 International Statistical Review 1 Journal of Optimization Theory and Applications 1 Operations Research 1 SIAM Journal on Control and Optimization 1 Theoretical Computer Science 1 Statistics 1 Probability Theory and Related Fields 1 International Journal of Approximate Reasoning 1 Journal of Economic Dynamics & Control 1 Multidimensional Systems and Signal Processing 1 Random Structures & Algorithms 1 Communications in Statistics. Theory and Methods 1 Linear Algebra and its Applications 1 SIAM Review 1 International Journal of Robust and Nonlinear Control 1 Journal of Mathematical Imaging and Vision 1 Computational Optimization and Applications 1 Test 1 Applied and Computational Harmonic Analysis 1 Numerical Linear Algebra with Applications 1 International Journal of Computer Vision 1 Journal of Convex Analysis 1 Complexity 1 Electronic Communications in Probability 1 ACM Transactions on Modeling and Computer Simulation 1 INFORMS Journal on Computing 1 Journal of Nonparametric Statistics 1 Mathematical Finance 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Interdisciplinary Information Sciences (IIS) 1 Statistical Inference for Stochastic Processes 1 Econometric Theory 1 Lobachevskii Journal of Mathematics 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Discrete and Continuous Dynamical Systems. Series B 1 Journal of Systems Science and Complexity 1 Internet Mathematics 1 Computational Management Science 1 Statistical Methodology ...and 8 more Serials all top 5 Cited in 20 Fields 330 Statistics (62-XX) 91 Combinatorics (05-XX) 84 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 78 Computer science (68-XX) 34 Operations research, mathematical programming (90-XX) 33 Numerical analysis (65-XX) 29 Probability theory and stochastic processes (60-XX) 17 Biology and other natural sciences (92-XX) 14 Information and communication theory, circuits (94-XX) 10 Statistical mechanics, structure of matter (82-XX) 6 Systems theory; control (93-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 2 History and biography (01-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral equations (45-XX) 1 Optics, electromagnetic theory (78-XX) 1 Quantum theory (81-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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