Edit Profile (opens in new tab) Lebanon, Guy Co-Author Distance Author ID: lebanon.guy Published as: Lebanon, Guy Documents Indexed: 14 Publications since 2001 Co-Authors: 16 Co-Authors with 13 Joint Publications 649 Co-Co-Authors all top 5 Co-Authors 1 single-authored 3 Balasubramanian, Krishnakumar 3 Mao, Yi 2 Dillon, Joshua V. 2 Donmez, Pinar 1 Bengio, Samy 1 Bruckstein, Alfred Marcel 1 Greenshtein, Eitan 1 Kidwell, Paul 1 Kim, Seungyeon 1 Lafferty, John D. 1 Lee, Joonseok 1 Park, Junyong 1 Singer, Yoram 1 Yu, Kai 1 Zhao, Yang 1 Zhao, Yanjun all top 5 Serials 7 Journal of Machine Learning Research (JMLR) 1 Artificial Intelligence 1 IEEE Transactions on Information Theory 1 Journal of Statistical Planning and Inference 1 Machine Learning 1 Electronic Journal of Statistics Fields 11 Statistics (62-XX) 8 Computer science (68-XX) 3 Numerical analysis (65-XX) 1 Probability theory and stochastic processes (60-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 11 Publications have been cited 59 times in 57 Documents Cited by ▼ Year ▼ Diffusion kernels on statistical manifolds. Zbl 1222.68240 Lafferty, John; Lebanon, Guy 26 2005 Non-parametric modeling of partially ranked data. Zbl 1225.62067 Lebanon, Guy; Mao, Yi 13 2008 Axiomatic geometry of conditional models. Zbl 1286.94041 Lebanon, Guy 5 2005 Regularization through variable selection and conditional MLE with application to classification in high dimensions. Zbl 1149.62052 Greenshtein, Eitan; Park, Junyong; Lebanon, Guy 5 2009 LLORMA: local low-rank matrix approximation. Zbl 1360.68686 Lee, Joonseok; Kim, Seungyeon; Lebanon, Guy; Singer, Yoram; Bengio, Samy 3 2016 Stochastic composite likelihood. Zbl 1242.62019 Dillon, Joshua V.; Lebanon, Guy 2 2010 The locally weighted bag of words framework for document representation. Zbl 1222.68405 Lebanon, Guy; Mao, Yi; Dillon, Joshua 1 2007 Unsupervised supervised learning. I: Estimating classification and regression errors without labels. Zbl 1242.62054 Donmez, Pinar; Lebanon, Guy; Balasubramanian, Krishnakumar 1 2010 Smooth sparse coding via marginal regression for learning sparse representations. Zbl 1385.68031 Balasubramanian, Krishnakumar; Yu, Kai; Lebanon, Guy 1 2016 Generalized isotonic conditional random fields. Zbl 1470.68143 Mao, Yi; Lebanon, Guy 1 2009 Unsupervised supervised learning. II: Margin-based classification without labels. Zbl 1280.68155 Balasubramanian, Krishnakumar; Donmez, Pinar; Lebanon, Guy 1 2011 LLORMA: local low-rank matrix approximation. Zbl 1360.68686 Lee, Joonseok; Kim, Seungyeon; Lebanon, Guy; Singer, Yoram; Bengio, Samy 3 2016 Smooth sparse coding via marginal regression for learning sparse representations. Zbl 1385.68031 Balasubramanian, Krishnakumar; Yu, Kai; Lebanon, Guy 1 2016 Unsupervised supervised learning. II: Margin-based classification without labels. Zbl 1280.68155 Balasubramanian, Krishnakumar; Donmez, Pinar; Lebanon, Guy 1 2011 Stochastic composite likelihood. Zbl 1242.62019 Dillon, Joshua V.; Lebanon, Guy 2 2010 Unsupervised supervised learning. I: Estimating classification and regression errors without labels. Zbl 1242.62054 Donmez, Pinar; Lebanon, Guy; Balasubramanian, Krishnakumar 1 2010 Regularization through variable selection and conditional MLE with application to classification in high dimensions. Zbl 1149.62052 Greenshtein, Eitan; Park, Junyong; Lebanon, Guy 5 2009 Generalized isotonic conditional random fields. Zbl 1470.68143 Mao, Yi; Lebanon, Guy 1 2009 Non-parametric modeling of partially ranked data. Zbl 1225.62067 Lebanon, Guy; Mao, Yi 13 2008 The locally weighted bag of words framework for document representation. Zbl 1222.68405 Lebanon, Guy; Mao, Yi; Dillon, Joshua 1 2007 Diffusion kernels on statistical manifolds. Zbl 1222.68240 Lafferty, John; Lebanon, Guy 26 2005 Axiomatic geometry of conditional models. Zbl 1286.94041 Lebanon, Guy 5 2005 all cited Publications top 5 cited Publications all top 5 Cited by 116 Authors 6 Hancock, Edwin Robert 6 Peperko, Aljoša 3 Montúfar, Guido F. 3 Park, Junyong 2 Bai, Lu 2 Biernacki, Christophe 2 Bogdanović, Katarina 2 Calvo, Borja 2 Davis, J. Wade 2 Irurozki, Ekhine 2 Jacques, Julien 2 Lozano, Jose A. 2 Srivastava, Anuj 2 Turaga, Pavan K. 2 Wilson, Richard Charles 2 Wu, Yan 2 Yang, Youlong 1 Agarwal, Alekh 1 Ali, Alnur 1 Anandkumar, Animashree 1 Anirudh, Rushil 1 Arjas, Elja 1 Ay, Nihat 1 Aziz, Furqan 1 Bachoc, François 1 Bai, Zhengjian 1 Balzano, Laura 1 Battaglia, Francesco Paolo 1 Broto, Baptiste 1 Bunke, Horst 1 Burger, Thomas 1 Cheng, Guang 1 Christmann, Andreas 1 Courty, Nicolas 1 Crispino, Marta 1 Dağlı, Volkan 1 Désir, Antoine 1 Dvurechensky, Pavel E. 1 ElGhawalby, Hewayda 1 Ferrari, Davide 1 Fishelov, Dalia 1 Fouss, Francois 1 Francoisse, Kevin 1 Frigessi, Arnoldo 1 Gamboa, Fabrice 1 Gasnikov, Aleksandr V. 1 Ghahramani, Zoubin 1 Ghosh, Jayanta Kumar 1 Gökmen, Muhittin 1 Gong, Xing 1 Goyal, Vineet 1 Gretton, Arthur 1 Hable, Robert 1 Huang, Zhendong 1 Jagabathula, Srikanth 1 Jain, Prateek 1 Jeyaraj, Pandia Rajan 1 Ji, Zhi 1 Jiang, Ruichao 1 Jing, Liping 1 Kakarala, Ramakrishna 1 Kim, Minyoung 1 Klassen, Eric Paul 1 Komaki, Fumiyasu 1 Li, Wuchen 1 Li, Zhouping 1 Liu, Chuancai 1 Liu, Han 1 Liu, Huafeng 1 Lomeli, Maria 1 Loubes, Jean-Michel 1 Meilă, Marina 1 Montana, Giovanni 1 Mukherjee, Sumit 1 Nadar, Edward Rajan Samuel 1 Nakamura, Kento 1 Netrapalli, Praneeth 1 Ng, Michael Kwok-Po 1 Nowak, Robert D. 1 Ongie, Greg 1 Park, Dohwan 1 Pesce, Emanuele 1 Pimentel-Alarcón, Daniel L. 1 Pirotte, Alain 1 Rabin, Neta 1 Rauh, Johannes 1 Riesen, Kaspar 1 Rizzo, Manuel 1 Robles-Kelly, Antonio 1 Rowland, Mark 1 Saerens, Marco 1 Segev, Danny 1 Silva, A. Pedro Duarte 1 Sørensen, Øystein 1 Surana, Amit 1 Tavakoli, Javad 1 Tiapkin, Daniil 1 Tunç, Birkan 1 Vandel, Jimmy 1 Vitelli, Valeria ...and 16 more Authors all top 5 Cited in 36 Serials 5 Pattern Recognition 4 Computational Statistics and Data Analysis 3 Linear and Multilinear Algebra 3 Information Geometry 2 The Annals of Statistics 2 Journal of Statistical Planning and Inference 2 Machine Learning 2 Linear Algebra and its Applications 2 Positivity 2 PAA. Pattern Analysis and Applications 2 Journal of Machine Learning Research (JMLR) 2 Sankhyā. Series A 1 Inverse Problems 1 Operations Research 1 Mathematical Social Sciences 1 International Journal of Approximate Reasoning 1 Neural Networks 1 Multidimensional Systems and Signal Processing 1 Journal of Statistical Computation and Simulation 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Journal of Nonlinear Science 1 International Journal of Computer Vision 1 Statistica Sinica 1 Advances in Computational Mathematics 1 Bernoulli 1 Data Mining and Knowledge Discovery 1 Methodology and Computing in Applied Probability 1 Entropy 1 Optimization Letters 1 Statistical Analysis and Data Mining 1 Electronic Journal of Statistics 1 Advances in Numerical Analysis 1 Statistics and Computing 1 Axioms 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 19 Fields 27 Statistics (62-XX) 26 Computer science (68-XX) 8 Numerical analysis (65-XX) 7 Combinatorics (05-XX) 7 Linear and multilinear algebra; matrix theory (15-XX) 6 Operator theory (47-XX) 5 Probability theory and stochastic processes (60-XX) 5 Operations research, mathematical programming (90-XX) 4 Information and communication theory, circuits (94-XX) 3 Functional analysis (46-XX) 3 Differential geometry (53-XX) 3 Biology and other natural sciences (92-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Algebraic geometry (14-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Systems theory; control (93-XX) Citations by Year