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Ghahramani, Zoubin

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Author ID: ghahramani.zoubin Recent zbMATH articles by "Ghahramani, Zoubin"
Published as: Ghahramani, Zoubin; Ghahramani, Z.
Documents Indexed: 25 Publications since 1996

Publications by Year

Citations contained in zbMATH Open

22 Publications have been cited 433 times in 405 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.
146
1999
Active learning with statistical models. Zbl 0900.68366
Cohn, D. A.; Ghahramani, Z.; Jordan, M. I.
57
1996
Kronecker graphs: an approach to modeling networks. Zbl 1242.05256
Leskovec, Jure; Chakrabarti, Deepayan; Kleinberg, Jon; Faloutsos, Christos; Ghahramani, Zoubin
44
2010
Factorial hidden Markov models. Zbl 0892.68080
Ghahramani, Zoubin; Jordan, Michael I.
28
1997
Gaussian processes for ordinal regression. Zbl 1222.68170
Chu, Wei; Ghahramani, Zoubin
23
2005
An introduction to variational methods for graphical models. Zbl 0910.68175
Jordan, Michael I.; Ghahramani, Zoubin; Jaakkola, Tommi S.; Saul, Lawrence K.
22
1998
The Indian buffet process: an introduction and review. Zbl 1280.62038
Griffiths, Thomas L.; Ghahramani, Zoubin
20
2011
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
15
2011
Linear dimensionality reduction: survey, insights, and generalizations. Zbl 1351.62123
Cunningham, John P.; Ghahramani, Zoubin
12
2015
The hidden life of latent variables: Bayesian learning with mixed graph models. Zbl 1235.68191
Silva, Ricardo; Ghahramani, Zoubin
12
2009
Bayesian nonparametric latent feature models. Zbl 1252.62004
Ghahramani, Zoubin; Griffiths, Thomas L.; Sollich, Peter
10
2007
Bayesian cluster analysis: point estimation and credible balls (with discussion). Zbl 1407.62241
Wade, Sara; Ghahramani, Zoubin
9
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
9
2017
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
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
2
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
Unsupervised learning. Zbl 1120.68434
Ghahramani, Zoubin
1
2004
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
9
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
9
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
12
2015
Bayesian non-parametrics and the probabilistic approach to modelling. Zbl 1353.62033
Ghahramani, Zoubin
2
2013
The Indian buffet process: an introduction and review. Zbl 1280.62038
Griffiths, Thomas L.; Ghahramani, Zoubin
20
2011
Nonparametric Bayesian sparse factor models with application to gene expression modeling. Zbl 1223.62013
Knowles, David; Ghahramani, Zoubin
15
2011
Kronecker graphs: an approach to modeling networks. Zbl 1242.05256
Leskovec, Jure; Chakrabarti, Deepayan; Kleinberg, Jon; Faloutsos, Christos; Ghahramani, Zoubin
44
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
12
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
23
2005
Unsupervised learning. Zbl 1120.68434
Ghahramani, Zoubin
1
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.
146
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.
22
1998
Factorial hidden Markov models. Zbl 0892.68080
Ghahramani, Zoubin; Jordan, Michael I.
28
1997
Active learning with statistical models. Zbl 0900.68366
Cohn, D. A.; Ghahramani, Z.; Jordan, M. I.
57
1996
all top 5

Cited by 955 Authors

9 Blei, David M.
6 Nott, David John
6 Titterington, D. Michael
5 Jin, Bangti
5 Perdikaris, Paris G.
5 Sugiyama, Masashi
4 Bouguila, Nizar
4 Fan, Wentao
4 Ghahramani, Zoubin
4 Karniadakis, George Em
4 McNicholas, Paul D.
4 Powell, Warren Buckler
4 Teh, Yee Whye
4 Tran, Minh Ngoc
3 Crimaldi, Irene
3 Girolami, Mark A.
3 Govaert, Gérard
3 Jordan, Michael Irwin
3 McGrory, Clare A.
3 Raissi, Maziar
3 Roy, Daniel M.
3 Tan, Linda S. L.
3 Wand, Matthew P.
2 Achlioptas, Dimitris
2 Airoldi, Edoardo M.
2 Alquier, Pierre
2 Amaran, Satyajith
2 Armagan, Artin
2 Bachoc, François
2 Barbillon, Pierre
2 Bect, Julien
2 Binois, Mickaël
2 Boruzanlı Ekinci, Gülnaz
2 Boullart, Luc
2 Bury, Scott J.
2 Chopin, Nicolas
2 Da Costa, Lancelot
2 De Baets, Bernard
2 Defourny, Boris
2 Druzdzel, Marek J.
2 Durante, Daniele
2 Erosheva, Elena A.
2 Evans, Robin James
2 Favaro, Stefano
2 Fox, Emily B.
2 Friston, Karl J.
2 Goldsmith, Jeff
2 Grossi, Roberto
2 Gutiérrez, Pedro Antonio
2 Habbal, Abderrahmane
2 Hao, Yuqing
2 Heaukulani, Creighton
2 Hervás-Martínez, César
2 Heskes, Tom M.
2 Ishii, Shin
2 Jamshidi, Arta A.
2 Kanemura, Atsunori
2 Kargupta, Hillol
2 Khare, Kshitij
2 Kirlangic, Alpay
2 Kohn, Robert J.
2 Koutsourelakis, Phaedon-Stelios
2 Kutz, J. Nathan
2 Langseth, Helge
2 Lin, Tsung I.
2 Ma, Zhanyu
2 Maeda, Shin-Ichi
2 Mallick, Bani K.
2 Mandt, Stephan
2 Marino, Andrea
2 Nielsen, Thomas D.
2 Ntzoufras, Ioannis
2 Opper, Manfred
2 Parr, Thomas
2 Picheny, Victor
2 Rajaratnam, Bala
2 Richardson, Thomas Stuart
2 Roberts, Stephen J.
2 Roughgarden, Tim
2 Ruiz, Francisco J. R.
2 Ryzhov, Ilya O.
2 Sahinidis, Nikolaos V.
2 Samé, Allou
2 Seshadhri, Comandur
2 Sharda, Bikram
2 Siminelakis, Paris
2 Subedi, Sanjeena
2 Tarantola, Claudia
2 Tiňo, Peter
2 Trendafilov, Nickolay T.
2 Tsilifis, Panagiotis A.
2 Vomlel, Jiří
2 Wade, Sara
2 Waegeman, Willem
2 Wang, Qingyun
2 Wang, Wan-Lun
2 Wang, Yixin
2 Watanabe, Kazuho
2 Williamson, Sinead A.
2 Yuan, Changhe
...and 855 more Authors
all top 5

Cited in 115 Serials

24 Computational Statistics and Data Analysis
16 Pattern Recognition
16 The Annals of Applied Statistics
14 Journal of Computational Physics
14 Machine Learning
13 International Journal of Approximate Reasoning
13 Neural Computation
13 Journal of Machine Learning Research (JMLR)
13 Statistics and Computing
12 Neural Networks
11 Artificial Intelligence
11 Bayesian Analysis
8 Journal of the American Statistical Association
7 Automatica
7 Statistical Science
7 Data Mining and Knowledge Discovery
6 The Annals of Statistics
6 Information Sciences
6 Journal of Global Optimization
5 Psychometrika
5 Journal of Mathematical Psychology
5 The Journal of Artificial Intelligence Research (JAIR)
5 Advances in Data Analysis and Classification. ADAC
5 Electronic Journal of Statistics
4 Statistics & Probability Letters
4 International Journal of Computer Vision
4 Bernoulli
4 Statistical Analysis and Data Mining
3 Computer Methods in Applied Mechanics and Engineering
3 Discrete Applied Mathematics
3 Journal of Statistical Planning and Inference
3 Theoretical Computer Science
3 Computational Statistics
3 SIAM Journal on Scientific Computing
3 Annals of Mathematics and Artificial Intelligence
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
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 Information and Computation
2 Computational Mechanics
2 Annals of Operations Research
2 The Annals of Applied Probability
2 Linear Algebra and its Applications
2 Test
2 Applied and Computational Harmonic Analysis
2 Mathematical Problems in Engineering
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 International Journal of Applied Mathematics and Computer Science
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 Sankhyā. Series A
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 Physica A
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 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 Automation and Remote Control
1 Communications in Statistics. Simulation and Computation
1 European Journal of Operational Research
1 Journal of Statistical Computation and Simulation
1 Proceedings of the National Academy of Sciences of the United States of America
1 SIAM Journal on Applied Mathematics
1 SIAM Review
1 Cybernetics and Systems Analysis
1 Mathematical Methods of Statistics
1 Optimization Methods & Software
1 PAA. Pattern Analysis and Applications
1 Interdisciplinary Information Sciences (IIS)
...and 15 more Serials

Citations by Year