Guy Lebanon

Cited by

	All	Since 2020
Citations	4261	1022
h-index	37	18
i10-index	51	28

360

180

270

20022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202515 29 57 90 61 81 121 118 168 152 213 215 285 355 328 296 334 267 245 251 197 162 140 27

Public access

View all

2 articles

1 article

available

not available

Based on funding mandates

Co-authors

Joonseok LeeGoogle Research, Seoul National UniversityVerified email at google.com
Yi MaoMicrosoftVerified email at microsoft.com
Krishnakumar BalasubramanianUniversity of California, DavisVerified email at ucdavis.edu
Mingxuan SunAssociate Professor, Louisiana State UniversityVerified email at csc.lsu.edu
Fuxin LiOregon State UniversityVerified email at oregonstate.edu
Mohamed El-GeishMonta AIVerified email at monta.ai
Paul KidwellVerified email at roofstock.com
Haesun ParkRegents' Professor of Computational Science and Engineering, Georgia Institute of TechnologyVerified email at cc.gatech.edu
Cristian SminchisescuScientist at Google DeepMind; Professor, Romanian Academy, Lund UniversityVerified email at math.lth.se
Elisa BertinoProfessor of Computer Science, Purdue UniversityVerified email at purdue.edu
Samy BengioSenior Director, AI and ML Research, AppleVerified email at apple.com
Alfred BrucksteinOllendorff Chair in Science, Technion, IIT, Haifa, IsraelVerified email at cs.technion.ac.il
Kevyn Collins-ThompsonAssociate Professor, University of MichiganVerified email at acm.org
Gaspar Modelo-HowardData Scientist (Security), Palo Alto NetworksVerified email at acm.org
Saurabh BagchiElectrical and Computer Engineering, Computer Science; Director Army A2I2 & NSF CHORUS; PurdueVerified email at purdue.edu
Qi HeAmazonVerified email at amazon.com
Pannaga ShivaswamyNetflix IncVerified email at netflix.com
João CarreiraGoogle DeepMindVerified email at google.com
Ke ZhouTwitter Inc.Verified email at gatech.edu
Irfan EssaDistinguished Professor of Computing, Georgia Tech / Research Scientist, GoogleVerified email at gatech.edu

Guy Lebanon

Director at Google

Verified email at google.com - Homepage

AI and Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Diffusion kernels on statistical manifolds JD Lafferty, G Lebanon Journal of Machine Learning Research 6, 2005	345	2005
Local low-rank matrix approximation J Lee, S Kim, G Lebanon, Y Singer International conference on machine learning, 82-90, 2013	264	2013
Cranking: Combining rankings using conditional probability models on permutations G Lebanon, J Lafferty Proc. of the 19th International Conference on Machine Learning (ICML), 2002	250	2002
Boosting and maximum likelihood for exponential models G Lebanon, JD Lafferty Advances in neural information processing systems, 447-454, 2002	237	2002
A comparative study of collaborative filtering algorithms J Lee, M Sun, G Lebanon arXiv preprint arXiv:1205.3193, 2012	225	2012
Metric learning for text documents G Lebanon IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (4), 497-508, 2006	174	2006
Isotonic conditional random fields and local sentiment flow Y Mao, G Lebanon Advances in neural information processing systems (NIPS), 961-968, 2007	171	2007
Local collaborative ranking J Lee, S Bengio, S Kim, G Lebanon, Y Singer Proceedings of the 23rd international conference on World wide web, 85-96, 2014	159	2014
Non-parametric Modeling of Partially Ranked Data G Lebanon, Y Mao Journal of Machine Learning Research 9 (Oct), 2401-2429, 2008	149	2008
LLORMA: Local low-rank matrix approximation J Lee, S Kim, G Lebanon, Y Singer, S Bengio Journal of Machine Learning Research 17 (15), 1-24, 2016	128	2016
The Landmark Selection Method for Multiple Output Prediction K Balasubramanian, G Lebanon Proc. of the 29th International Conference on Machine Learning (ICML) 2012, 2012	126	2012
Learning multiple-question decision trees for cold-start recommendation M Sun, F Li, J Lee, K Zhou, G Lebanon, H Zha Proceedings of the sixth ACM international conference on Web search and data …, 2013	118	2013
The Locally Weighted Bag of Words Framework for Document Representation. G Lebanon, Y Mao, J Dillon Journal of Machine Learning Research 8 (10), 2007	100	2007
Information diffusion kernels G Lebanon, JD Lafferty Advances in Neural Information Processing Systems, 391-398, 2003	90	2003
Riemannian geometry and statistical machine learning G Lebanon Carnegie Mellon University, 2005	88	2005
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels P Donmez, G Lebanon, K Balasubramanian Journal of Machine Learning Research 11, 1323-1351, 2010	85	2010
Visualizing incomplete and partially ranked data P Kidwell, G Lebanon, WS Cleveland IEEE Transactions on Visualization and Computer Graphics 14 (6), 1356-1363, 2008	82	2008
Prea: Personalized recommendation algorithms toolkit J Lee, M Sun, G Lebanon The Journal of Machine Learning Research 13 (Jan), 2699-2703, 2012	70	2012
Determining placement of intrusion detectors for a distributed application through bayesian network modeling G Modelo-Howard, S Bagchi, G Lebanon Recent Advances in Intrusion Detection, 271-290, 2008	65	2008
Learning riemannian metrics G Lebanon Uncertainty in Artificial Intelligence, 362-369, 2002	62*	2002

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors