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Author ID: ghahramani.zoubin Recent zbMATH articles by "Ghahramani, Zoubin"
Published as: Ghahramani, Zoubin; Ghahramani, Z.
Documents Indexed: 26 Publications since 1996
Co-Authors: 38 Co-Authors with 21 Joint Publications
656 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

22 Publications have been cited 535 times in 506 Documents Cited by Year
An introduction to variational methods for graphical models. Zbl 0945.68164
Jordan, I. Michael; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K.
186
1999
Active learning with statistical models. Zbl 0900.68366
Cohn, D. A.; Ghahramani, Z.; Jordan, M. I.
66
1996
Kronecker graphs: an approach to modeling networks. Zbl 1242.05256
Leskovec, Jure; Chakrabarti, Deepayan; Kleinberg, Jon; Faloutsos, Christos; Ghahramani, Zoubin
50
2010
Factorial hidden Markov models. Zbl 0892.68080
Ghahramani, Zoubin; Jordan, Michael I.
30
1997
The Indian buffet process: an introduction and review. Zbl 1280.62038
Griffiths, Thomas L.; Ghahramani, Zoubin
27
2011
Gaussian processes for ordinal regression. Zbl 1222.68170
Chu, Wei; Ghahramani, Zoubin
25
2005
An introduction to variational methods for graphical models. Zbl 0910.68175
Jordan, Michael I.; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K.
25
1998
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
22
2018
Linear dimensionality reduction: survey, insights, and generalizations. Zbl 1351.62123
Cunningham, John P.; Ghahramani, Zoubin
20
2015
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
16
2011
GPflow: a Gaussian process library using TensorFlow. Zbl 1437.62127
Matthews, Alexander G. De G.; van der Wilk, Mark; Nickson, Tom; Fujii, Keisuke; Boukouvalas, Alexis; León-Villagrá, Pablo; Ghahramani, Zoubin; Hensman, James
15
2017
The hidden life of latent variables: Bayesian learning with mixed graph models. Zbl 1235.68191
Silva, Ricardo; Ghahramani, Zoubin
13
2009
Bayesian nonparametric latent feature models. Zbl 1252.62004
Ghahramani, Zoubin; Griffiths, Thomas L.; Sollich, Peter
10
2007
Infinite sparse factor analysis and infinite independent components analysis. Zbl 1173.94367
Knowles, David; Ghahramani, Zoubin
7
2007
Variational Bayesian learning of directed graphical models with hidden variables. Zbl 1331.68181
Beal, Matthew J.; Ghahramani, Zoubin
6
2006
Unsupervised learning. Zbl 1120.68434
Ghahramani, Zoubin
4
2004
A general framework for constrained Bayesian optimization using information-based search. Zbl 1391.90641
Hernández-Lobato, José Miguel; Gelbart, Michael A.; Adams, Ryan P.; Hoffman, Matthew W.; Ghahramani, Zoubin
4
2016
A hierarchical community of experts. Zbl 0928.68110
Sallans, Brian; Hinton, Geoffrey E.; Ghahramani, Zoubin
3
1999
Bayesian non-parametrics and the probabilistic approach to modelling. Zbl 1353.62033
Ghahramani, Zoubin
3
2013
Split and merge EM algorithm for improving Gaussian mixture density estimates. Zbl 0965.68138
Ueda, Naonori; Nakano, Ryohei; Ghahramani, Zoubin; Hinton, Geoffrey E.
1
2000
Antithetic and Monte Carlo kernel estimators for partial rankings. Zbl 1430.62050
Lomelí, M.; Rowland, M.; Gretton, A.; Ghahramani, Z.
1
2019
Ranking relations using analogies in biological and information networks. Zbl 1194.62022
Silva, Ricardo; Heller, Katherine; Ghahramani, Zoubin; Airoldi, Edoardo M.
1
2010
Antithetic and Monte Carlo kernel estimators for partial rankings. Zbl 1430.62050
Lomelí, M.; Rowland, M.; Gretton, A.; Ghahramani, Z.
1
2019
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
22
2018
GPflow: a Gaussian process library using TensorFlow. Zbl 1437.62127
Matthews, Alexander G. De G.; van der Wilk, Mark; Nickson, Tom; Fujii, Keisuke; Boukouvalas, Alexis; León-Villagrá, Pablo; Ghahramani, Zoubin; Hensman, James
15
2017
A general framework for constrained Bayesian optimization using information-based search. Zbl 1391.90641
Hernández-Lobato, José Miguel; Gelbart, Michael A.; Adams, Ryan P.; Hoffman, Matthew W.; Ghahramani, Zoubin
4
2016
Linear dimensionality reduction: survey, insights, and generalizations. Zbl 1351.62123
Cunningham, John P.; Ghahramani, Zoubin
20
2015
Bayesian non-parametrics and the probabilistic approach to modelling. Zbl 1353.62033
Ghahramani, Zoubin
3
2013
The Indian buffet process: an introduction and review. Zbl 1280.62038
Griffiths, Thomas L.; Ghahramani, Zoubin
27
2011
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
16
2011
Kronecker graphs: an approach to modeling networks. Zbl 1242.05256
Leskovec, Jure; Chakrabarti, Deepayan; Kleinberg, Jon; Faloutsos, Christos; Ghahramani, Zoubin
50
2010
Ranking relations using analogies in biological and information networks. Zbl 1194.62022
Silva, Ricardo; Heller, Katherine; Ghahramani, Zoubin; Airoldi, Edoardo M.
1
2010
The hidden life of latent variables: Bayesian learning with mixed graph models. Zbl 1235.68191
Silva, Ricardo; Ghahramani, Zoubin
13
2009
Bayesian nonparametric latent feature models. Zbl 1252.62004
Ghahramani, Zoubin; Griffiths, Thomas L.; Sollich, Peter
10
2007
Infinite sparse factor analysis and infinite independent components analysis. Zbl 1173.94367
Knowles, David; Ghahramani, Zoubin
7
2007
Variational Bayesian learning of directed graphical models with hidden variables. Zbl 1331.68181
Beal, Matthew J.; Ghahramani, Zoubin
6
2006
Gaussian processes for ordinal regression. Zbl 1222.68170
Chu, Wei; Ghahramani, Zoubin
25
2005
Unsupervised learning. Zbl 1120.68434
Ghahramani, Zoubin
4
2004
Split and merge EM algorithm for improving Gaussian mixture density estimates. Zbl 0965.68138
Ueda, Naonori; Nakano, Ryohei; Ghahramani, Zoubin; Hinton, Geoffrey E.
1
2000
An introduction to variational methods for graphical models. Zbl 0945.68164
Jordan, I. Michael; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K.
186
1999
A hierarchical community of experts. Zbl 0928.68110
Sallans, Brian; Hinton, Geoffrey E.; Ghahramani, Zoubin
3
1999
An introduction to variational methods for graphical models. Zbl 0910.68175
Jordan, Michael I.; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K.
25
1998
Factorial hidden Markov models. Zbl 0892.68080
Ghahramani, Zoubin; Jordan, Michael I.
30
1997
Active learning with statistical models. Zbl 0900.68366
Cohn, D. A.; Ghahramani, Z.; Jordan, M. I.
66
1996
all top 5

Cited by 1,208 Authors

9 Blei, David M.
7 Nott, David John
6 Sugiyama, Masashi
6 Titterington, D. Michael
6 Tran, Minh Ngoc
5 Jin, Bangti
5 Müller, Peter
5 Perdikaris, Paris G.
5 Teh, Yee Whye
4 Bouguila, Nizar
4 Fan, Wentao
4 Ghahramani, Zoubin
4 Ji, Yuan
4 Karniadakis, George Em
4 McNicholas, Paul D.
4 Powell, Warren Buckler
4 Williamson, Sinead A.
3 Crimaldi, Irene
3 Da Costa, Lancelot
3 Dunson, David Brian
3 Durante, Daniele
3 Friel, Nial
3 Friston, Karl J.
3 Girolami, Mark A.
3 Govaert, Gérard
3 Jordan, Michael Irwin
3 Koutsourelakis, Phaedon-Stelios
3 Kutz, J. Nathan
3 McGrory, Clare A.
3 Ni, Yang
3 Parr, Thomas
3 Raissi, Maziar
3 Rigon, Tommaso
3 Roy, Daniel M.
3 Tan, Linda S. L.
3 Wade, Sara
3 Waegeman, Willem
3 Wand, Matthew P.
3 Zhang, Lei-Hong
2 Achlioptas, Dimitris
2 Airoldi, Edoardo M.
2 Alquier, Pierre
2 Amaran, Satyajith
2 Aravkin, Aleksandr Y.
2 Armagan, Artin
2 Azzimonti, Dario
2 Azzimonti, Laura
2 Bachoc, François
2 Balesdent, Mathieu
2 Banaszak, Justyna
2 Barbillon, Pierre
2 Bect, Julien
2 Benavoli, Alessio
2 Binois, Mickaël
2 Boldi, Paolo
2 Boruzanlı Ekinci, Gülnaz
2 Boullart, Luc
2 Brevault, Loïc
2 Broderick, Tamara
2 Bury, Scott J.
2 Campbell, Trevor
2 Canale, Antonio
2 Chattopadhyay, Swarup
2 Chen, Yuguo
2 Chopin, Nicolas
2 Corani, Giorgio
2 Corradin, Riccardo
2 Costa, Gianni
2 Culpepper, Steven Andrew
2 De Baets, Bernard
2 Defourny, Boris
2 Denti, Francesco
2 Druzdzel, Marek J.
2 Erosheva, Elena A.
2 Evans, Robin James
2 Favaro, Stefano
2 Fox, Emily B.
2 Goldsmith, Jeff
2 Grossi, Roberto
2 Gutiérrez, Pedro Antonio
2 Habbal, Abderrahmane
2 Hao, Yuqing
2 Heaukulani, Creighton
2 Herring, Amy H.
2 Hervás-Martínez, César
2 Heskes, Tom M.
2 Horwitz, Gregory D.
2 Ishii, Shin
2 Jamshidi, Arta A.
2 Johnson, Matthew
2 Kanemura, Atsunori
2 Kargupta, Hillol
2 Khare, Kshitij
2 Kirlangic, Alpay
2 Kohn, Robert J.
2 Koloydenko, Alexey Alexandrovich
2 Kuljus, Kristi
2 Langseth, Helge
2 Lee, Jeong Eun
2 Lember, Jüri
...and 1,108 more Authors
all top 5

Cited in 136 Serials

29 Computational Statistics and Data Analysis
25 The Annals of Applied Statistics
21 Statistics and Computing
20 Machine Learning
18 Journal of Computational Physics
17 International Journal of Approximate Reasoning
17 Neural Computation
16 Pattern Recognition
16 Journal of Machine Learning Research (JMLR)
12 Neural Networks
12 Bayesian Analysis
11 Artificial Intelligence
10 Journal of Computational and Graphical Statistics
9 Statistical Science
8 Journal of the American Statistical Association
8 Electronic Journal of Statistics
7 Psychometrika
7 The Annals of Statistics
7 Automatica
7 Information Sciences
7 Data Mining and Knowledge Discovery
6 Journal of Global Optimization
5 Computer Methods in Applied Mechanics and Engineering
5 Journal of Mathematical Psychology
5 Computational Statistics
5 International Journal of Computer Vision
5 The Journal of Artificial Intelligence Research (JAIR)
5 Advances in Data Analysis and Classification. ADAC
4 Statistics & Probability Letters
4 SIAM Journal on Scientific Computing
4 Annals of Mathematics and Artificial Intelligence
4 Bernoulli
4 Statistical Analysis and Data Mining
3 Discrete Applied Mathematics
3 Physica A
3 Journal of Statistical Planning and Inference
3 Theoretical Computer Science
3 Test
3 INFORMS Journal on Computing
3 Australian & New Zealand Journal of Statistics
3 Chaos
3 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
3 Algorithms
3 Sankhyā. Series A
3 SIAM Journal on Mathematics of Data Science
2 The Canadian Journal of Statistics
2 Discrete Mathematics
2 Inverse Problems
2 Information Processing Letters
2 Journal of Econometrics
2 Journal of Multivariate Analysis
2 SIAM Journal on Computing
2 Journal of Classification
2 Physica D
2 Information and Computation
2 Computational Mechanics
2 Annals of Operations Research
2 The Annals of Applied Probability
2 Communications in Statistics. Simulation and Computation
2 Linear Algebra and its Applications
2 Applied and Computational Harmonic Analysis
2 Mathematical Problems in Engineering
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 Journal of Applied Statistics
2 International Journal of Applied Mathematics and Computer Science
2 Optimization and Engineering
2 Statistical Applications in Genetics and Molecular Biology
2 4OR
2 Journal of Statistical Mechanics: Theory and Experiment
2 AStA. Advances in Statistical Analysis
2 Journal of Theoretical Biology
2 Journal of the Japan Statistical Society. Japanese Issue
2 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
1 ACM Computing Surveys
1 Biological Cybernetics
1 Journal of the Franklin Institute
1 Journal of Statistical Physics
1 Physics Reports
1 Annals of the Institute of Statistical Mathematics
1 The Annals of Probability
1 Applied Mathematics and Computation
1 Journal of Computer and System Sciences
1 Mathematics and Computers in Simulation
1 Mathematics of Operations Research
1 Mathematica Slovaca
1 Metron
1 Networks
1 Theoretical Population Biology
1 Insurance Mathematics & Economics
1 Bulletin of the Korean Mathematical Society
1 Stochastic Analysis and Applications
1 International Journal of Production Research
1 Mathematical and Computer Modelling
1 Journal of Parallel and Distributed Computing
1 Signal Processing
1 Random Structures & Algorithms
1 International Journal of Computational Geometry & Applications
1 Applied Mathematical Modelling
1 Automation and Remote Control
1 Communications in Statistics. Theory and Methods
...and 36 more Serials

Citations by Year